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Paper Citation Record · LEDGER

Convergent Linear Representations of Emergent Misalignment

As of 20 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 25 inbound Pith citation observations for arXiv:2506.11618.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.11618 v2

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:09:28.265857Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 25 of 25 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:28:39.581425Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

32 of 32 outbound references displayed

  • verified exact0
  • verified fuzzy3
  • unresolved29
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 2d6417f0-51b0-4256-be6b-a39e19b1bfdd · outbound

This paper cites Refusal in Language Models Is Mediated by a Single Direction.

Convergent Linear Representations of Emergent Misalignment Refusal in Language Models Is Mediated by a Single Direction

Reference 1

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no resolver link, observed 2026-08-07T04:09:24.499061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:09:24.499061Z digest=sha256:e943f4e409683d7790e2eb788ab9989ba1c97a48a4cc291de51ef217956d475f

Observation d1da3862-136a-46a2-b837-6b2dbeca1fcf · outbound

This paper cites Diff-in-means concept editing is worst-case optimal: Explaining a result by sam marks and max tegmark, 2023.

Convergent Linear Representations of Emergent Misalignment Diff-in-means concept editing is worst-case optimal: Explaining a result by sam marks and max tegmark, 2023

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:09:29.880657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T04:09:24.565262Z digest=sha256:00839e2945228406d771818139c3973f57ae0ae024db0a11979f38d8728ce1e3

Observation c720e652-a397-4707-a2d1-f1d602e33144 · outbound

This paper cites LEACE: Perfect linear concept erasure in closed form.

Convergent Linear Representations of Emergent Misalignment LEACE: Perfect linear concept erasure in closed form

Reference 3

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no resolver link, observed 2026-08-07T04:09:24.652705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:09:24.652705Z digest=sha256:11bc415f95d07931692188889861bde0de119ba752c59fe40d29aa686d62f793

Observation 135d4dce-9c7c-49f3-8c8d-b4b56b867223 · outbound

This paper cites Taken out of context: On measuring situational awareness in LLMs.

Convergent Linear Representations of Emergent Misalignment Taken out of context: On measuring situational awareness in LLMs

Reference 4

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:09:24.736220Z digest=sha256:05c41fb7a2f23a4a8710390fd11ea2a932ed2a6bfb56f835be8894c6921628e9

Observation cea16080-f244-401d-9a0b-8ffdfad45e35 · outbound

This paper cites Tell me about yourself: LLMs are aware of their learned behaviors.

Convergent Linear Representations of Emergent Misalignment Tell me about yourself: LLMs are aware of their learned behaviors

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T04:09:24.818491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:09:24.818491Z digest=sha256:4f363bad26798da89ef67f447027034221aab8e0ea8ae51176deaaae8081774a

Observation 8511591f-d23a-482e-b6ed-4cbf3074db3c · outbound

This paper cites Emergent misalignment: Narrow finetuning can produce broadly misaligned llms, 2025 b.

Convergent Linear Representations of Emergent Misalignment Emergent misalignment: Narrow finetuning can produce broadly misaligned llms, 2025 b

Reference 6

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no resolver link, observed 2026-08-07T04:09:24.857079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:09:24.857079Z digest=sha256:4cbc74b5a5ec666afa4c66aaf895a75ed77d69789b7ae3b038e61a20dc190dfd

Observation 8b90bd79-8f1c-4f53-8c0a-bbd3154963b8 · outbound

This paper cites E., Hume, T., Carter, S., Henighan, T., and Olah, C.

Convergent Linear Representations of Emergent Misalignment E., Hume, T., Carter, S., Henighan, T., and Olah, C

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:09:29.746142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T04:09:24.907313Z digest=sha256:6a8455ea7fed405403d7f812f6e585a04f1f949b2cf954392f8633e3957de877

Observation 614afa6f-42fe-426b-8f10-23cfaf9675a6 · outbound

This paper cites Discovering Latent Knowledge in Language Models Without Supervision.

Convergent Linear Representations of Emergent Misalignment Discovering Latent Knowledge in Language Models Without Supervision

Reference 8

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:09:25.007100Z digest=sha256:9f643e05661ab2514c218d951d4544e743aabf58deaa127c985db90dcf9e3731

Observation b51fb138-c369-4826-b2c6-50011287d2e3 · outbound

This paper cites One-shot steering vectors cause emergent misalignment, too, April 2025.

Convergent Linear Representations of Emergent Misalignment One-shot steering vectors cause emergent misalignment, too, April 2025

Reference 9

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:09:25.123780Z digest=sha256:fcb7b03c6f9b30161adea1b5358584eb10fa42a0789e76b211a2bdaeb0fdeef5

Observation 2edb0508-4b4b-4da0-8fad-c4b80e4339d5 · outbound

This paper cites Better Hit the Nail on the Head than Beat around the Bush: Removing Protected Attributes with a Single Projection.

Convergent Linear Representations of Emergent Misalignment Better Hit the Nail on the Head than Beat around the Bush: Removing Protected Attributes with a Single Projection

Reference 10

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:09:25.285381Z digest=sha256:cdadad3753070022a6141727b4442a155241ee11f6a16fa8610a41bd7f330acd

Observation b8c549e7-3650-4f7a-91ea-a4918960f3d6 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Convergent Linear Representations of Emergent Misalignment LoRA: Low-Rank Adaptation of Large Language Models

Reference 11

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:09:25.462318Z digest=sha256:44bba7ef9e6a167537a5d0fdc54c265ad0ee3b12ed85b94e61ef6b764245558a

Observation 718a4ab3-f023-41c6-950c-76589e54b1b6 · outbound

This paper cites Training on documents about reward hacking induces reward hacking.

Convergent Linear Representations of Emergent Misalignment Training on documents about reward hacking induces reward hacking

Reference 12

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no resolver link, observed 2026-08-07T04:09:25.711367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:09:25.711367Z digest=sha256:d324ba6cf40ca290f21f8e4169bebbb806b6da6f6ead39285b631e73890b07d3

Observation c8640b10-8a10-4b32-a9ea-0163f00f8a4c · outbound

This paper cites Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training.

Convergent Linear Representations of Emergent Misalignment Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training

Reference 13

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no resolver link, observed 2026-08-07T04:09:25.910383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:09:25.910383Z digest=sha256:7d6a565ad0d720d7f20d9f4ff3cecd06fef18c1f9afc6c1b96df64ccc0f8eab8

Observation a7ac672a-2071-4a39-9c07-4072349698fa · outbound

This paper cites A Rank Stabilization Scaling Factor for Fine-Tuning with LoRA.

Convergent Linear Representations of Emergent Misalignment A Rank Stabilization Scaling Factor for Fine-Tuning with LoRA

Reference 14

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unresolved
no resolver link, observed 2026-08-07T04:09:26.070144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:09:26.070144Z digest=sha256:f31a18f227422f6dcb5f287ed2f35766beed96d1a89587ce7c2eef629184a882

Observation 2ee47776-1d8d-47e2-b4be-e7fa232e1549 · outbound

This paper cites Me, Myself, and AI: The Situational Awareness Dataset (SAD) for LLMs.

Convergent Linear Representations of Emergent Misalignment Me, Myself, and AI: The Situational Awareness Dataset (SAD) for LLMs

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T04:09:26.150070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:09:26.150070Z digest=sha256:bb618cd4eaeda2bf0b41bfa288c184b7c8863ee834f7b982e2cf49f1de3abc8d

Observation 2809912f-a036-450f-a8c7-cb764e7d0cfb · outbound

This paper cites an unresolved cited work.

Convergent Linear Representations of Emergent Misalignment Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:09:29.465980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T04:09:26.358475Z digest=sha256:b52158fcffe483372bdfcb80f0c0e8cecab9d2889b04e1611ecce8205b9e5747

Observation fa34a145-4b07-43b3-9ea5-fa4f1735253a · outbound

This paper cites The Geometry of Truth: Emergent Linear Structure in Large Language Model Representations of True/False Datasets.

Convergent Linear Representations of Emergent Misalignment The Geometry of Truth: Emergent Linear Structure in Large Language Model Representations of True/False Datasets

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T04:09:26.517760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:09:26.517760Z digest=sha256:6281a94b85906c84c88cb2039b3f5f5b47c6af7aefd10f242a800bb8af3b29fe

Observation 64f7a9ed-c74f-46c1-9f8c-4f899dd76f3e · outbound

This paper cites Efficient Estimation of Word Representations in Vector Space.

Convergent Linear Representations of Emergent Misalignment Efficient Estimation of Word Representations in Vector Space

Reference 18

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unresolved
no resolver link, observed 2026-08-07T04:09:26.693617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:09:26.693617Z digest=sha256:8772831758580135d32c6be2bee496f63bd400397ec1f15092d7e2830a81c6be

Observation fee3b4a4-6da7-44de-8224-344f435dc658 · outbound

This paper cites Emergent Linear Representations in World Models of Self-Supervised Sequence Models.

Convergent Linear Representations of Emergent Misalignment Emergent Linear Representations in World Models of Self-Supervised Sequence Models

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T04:09:26.855541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:09:26.855541Z digest=sha256:f7c43d5eab8377c7eac8d56031932c446ea64e3cb726c8663312d2bf4f17ce0f

Observation 266c6e83-83b0-440f-bded-b4eada551fc2 · outbound

This paper cites Steering Llama 2 via Contrastive Activation Addition.

Convergent Linear Representations of Emergent Misalignment Steering Llama 2 via Contrastive Activation Addition

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T04:09:27.018565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:09:27.018565Z digest=sha256:f33135e844722124fcaa9c3719e58fc163a46d6941e2e8723f9f22c2e30bd129

Observation c274b086-38dc-4585-8eb0-ad576a937e5a · outbound

This paper cites The Linear Representation Hypothesis and the Geometry of Large Language Models.

Convergent Linear Representations of Emergent Misalignment The Linear Representation Hypothesis and the Geometry of Large Language Models

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T04:09:27.176347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:09:27.176347Z digest=sha256:ab9153101269272f9d8708411fb2ed376e2f379b6d7e4e1c73c3a873d93eb894

Observation 2e50e19e-7e80-43f5-93c4-a18e1180a68f · outbound

This paper cites Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection.

Convergent Linear Representations of Emergent Misalignment Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection

Reference 22

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unresolved
no resolver link, observed 2026-08-07T04:09:27.286368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:09:27.286368Z digest=sha256:1a6b91c7ee63e718656e1f67ab83f1ca52c995b0075c22e3b404b7a9de732618

Observation 0bdb10c4-c15b-4edb-89b6-33c5af683e5a · outbound

This paper cites Gold Doesn't Always Glitter: Spectral Removal of Linear and Nonlinear Guarded Attribute Information.

Convergent Linear Representations of Emergent Misalignment Gold Doesn't Always Glitter: Spectral Removal of Linear and Nonlinear Guarded Attribute Information

Reference 23

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no resolver link, observed 2026-08-07T04:09:27.372692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:09:27.372692Z digest=sha256:6d8d288267a17a0ac2755548a1f69821dd1d6e23938a06a3ecc017e6113309e4

Observation 972a5149-f35f-4aa9-ab33-04bcd95470b6 · outbound

This paper cites L., McDougall, C., MacDiarmid, M., Freeman, C.

Convergent Linear Representations of Emergent Misalignment L., McDougall, C., MacDiarmid, M., Freeman, C

Reference 24

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verified fuzzy
raw_fallback, observed 2026-08-07T04:09:29.109805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-07T04:09:27.475434Z digest=sha256:1b8927c7df637601c46f08be4a6ce9c053d47aaec6bd0051b4b8c8c8991fe058

Observation ce578851-001f-4a77-8a52-82f38ddda981 · outbound

This paper cites Linear Representations of Sentiment in Large Language Models.

Convergent Linear Representations of Emergent Misalignment Linear Representations of Sentiment in Large Language Models

Reference 25

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no resolver link, observed 2026-08-07T04:09:27.558156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:09:27.558156Z digest=sha256:a2a0871a336910465fd69d4da5c69c9c4319005bf379d568e87a7433900c1bb5

Observation 3408638e-1214-4327-bd51-4847ba9a6e00 · outbound

This paper cites Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data.

Convergent Linear Representations of Emergent Misalignment Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data

Reference 26

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no resolver link, observed 2026-08-07T04:09:27.678867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:09:27.678867Z digest=sha256:b7bb8255e493a0a63bce4b436764d1bc96998826bb42f9bc92beeefb05fa6087

Observation e689bef1-b572-4f13-8166-f5cf83bbb16b · outbound

This paper cites Steering Language Models With Activation Engineering.

Convergent Linear Representations of Emergent Misalignment Steering Language Models With Activation Engineering

Reference 27

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unresolved
no resolver link, observed 2026-08-07T04:09:27.764333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:09:27.764333Z digest=sha256:a698fb975137bee9f4b2f20639e3d6edee90238ed65f2368a5d9d1f4d70eb21d

Observation a3a393a3-5270-4364-8ce2-88f422e7eb4b · outbound

This paper cites Model Organisms for Emergent Misalignment.

Convergent Linear Representations of Emergent Misalignment Model Organisms for Emergent Misalignment

Reference 28

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unresolved
no resolver link, observed 2026-08-07T04:09:27.855039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:09:27.855039Z digest=sha256:9001f646b2e46475f2593d2ad277cfd321518e879fe09ff07fcacd6011e55d0d

Observation 4546a6a0-f0bc-4891-8038-61c728b71d2a · outbound

This paper cites Compromising Honesty and Harmlessness in Language Models via Deception Attacks.

Convergent Linear Representations of Emergent Misalignment Compromising Honesty and Harmlessness in Language Models via Deception Attacks

Reference 29

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unresolved
no resolver link, observed 2026-08-07T04:09:27.931667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:09:27.931667Z digest=sha256:0efca2f572ba63860fc8aef055088c16b5bfc65d881dde96af2b666c567759f1

Observation 53e86278-a466-4356-a035-4b82664c7315 · outbound

This paper cites The geometry of refusal in large language models: Concept cones and representational independence, 2025.

Convergent Linear Representations of Emergent Misalignment The geometry of refusal in large language models: Concept cones and representational independence, 2025

Reference 30

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no resolver link, observed 2026-08-07T04:09:28.054772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:09:28.054772Z digest=sha256:2c4534f948f85050297771ad983f46e8bdb5b062a98047eb79a6901a93fdcb40

Observation 97176310-599c-43fb-b2d9-27c48166e9c8 · outbound

This paper cites Representation Engineering: A Top-Down Approach to AI Transparency.

Convergent Linear Representations of Emergent Misalignment Representation Engineering: A Top-Down Approach to AI Transparency

Reference 31

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no resolver link, observed 2026-08-07T04:09:28.173824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:09:28.173824Z digest=sha256:8bf65287068be74a24feb761d91060e43f055d3b1028fdc952adfb672bfb79f3

Observation 1985964d-4f94-4b96-8599-7e1dedbf7a15 · outbound

This paper cites write newline.

Convergent Linear Representations of Emergent Misalignment write newline

Reference 32

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unresolved
no resolver link, observed 2026-08-07T04:09:28.265857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T04:09:28.265857Z digest=sha256:11c9b2dff3f7e61f2ae65901403a148a2832541fe441ca1b48eec3224b66c4d8

Pith citing papers

Observation 2520edc2-9e05-4685-84a6-0a3a25692a90 · inbound

Emergent misalignment as prompt sensitivity: A research note cites this paper.

Emergent misalignment as prompt sensitivity: A research note Convergent Linear Representations of Emergent Misalignment

Reference 9

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no resolver link, observed 2026-08-06T19:53:59.055237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:53:59.055237Z digest=sha256:3a4e85474a483ef7c704c946b420e75842cae7f844d45b3e772088e2a9b98fac

Observation d595c614-9f40-4fed-bbbe-1848ab15e43e · inbound

Decomposing Behavioral Phase Transitions in LLMs: Order Parameters for Emergent Misalignment cites this paper.

Decomposing Behavioral Phase Transitions in LLMs: Order Parameters for Emergent Misalignment Convergent Linear Representations of Emergent Misalignment

Reference 18

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unresolved
no resolver link, observed 2026-08-05T15:18:43.634534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:18:43.634534Z digest=sha256:d5aeba9943f9f534f73eb018c928a8dc0bc747c7eb7440b1223b2b87987e3e18

Observation 62bc3130-4331-42b5-8127-627d1046e46c · inbound

Value Entanglement: Conflation Between Different Kinds of Good In (Some) Large Language Models cites this paper.

Value Entanglement: Conflation Between Different Kinds of Good In (Some) Large Language Models Convergent Linear Representations of Emergent Misalignment

Reference 10

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unresolved
no resolver link, observed 2026-08-02T21:49:09.959136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T21:49:09.959136Z digest=sha256:ae519ab1fd38d269eaed41a5bfb07117bd3d57d687635223175a1badb9f8c47f

Observation 6e56f834-dae6-4363-8758-35b1539f98af · inbound

LLMs Know They're Wrong and Agree Anyway: The Shared Sycophancy-Lying Circuit cites this paper.

LLMs Know They're Wrong and Agree Anyway: The Shared Sycophancy-Lying Circuit Convergent Linear Representations of Emergent Misalignment

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-05-10T03:24:14.278871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-10T03:22:28.623936Z digest=sha256:b00592b2069d286fffd43a9ec50033d1f0a0e9a5c1e6c4610d8f52afd3f4d249

Observation aeaf9191-8915-42a8-b6b6-156ae24ac231 · inbound

Characterizing the Consistency of the Emergent Misalignment Persona cites this paper.

Characterizing the Consistency of the Emergent Misalignment Persona Convergent Linear Representations of Emergent Misalignment

Reference 21

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T10:01:29.577828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-07T08:06:58.635103Z digest=sha256:078e7f2898c0f27ff3e3a122454bdf83b12b95e10000ccbe77a8716157645bab

Observation 531d660a-2d60-4526-8bb7-d52daee7f931 · inbound

Understanding Emergent Misalignment via Feature Superposition Geometry cites this paper.

Understanding Emergent Misalignment via Feature Superposition Geometry Convergent Linear Representations of Emergent Misalignment

Reference 4

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T00:20:51.686722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-10T18:36:27.146241Z digest=sha256:a3bd1ff0d2fa7191bbd79ffdeaf8780e5d97dc21a6c95b59f4b03048045e3c20

Observation 5a00f269-4763-4b16-a11b-9ffedc3e785e · inbound

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer cites this paper.

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer Convergent Linear Representations of Emergent Misalignment

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-05-14T20:37:58.497227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-14T20:36:44.104197Z digest=sha256:f495e97bece4ec9cc8b5f3b4f7acc26602ce5b5750c613145639ba910c4ec4cc

Observation 29a3628d-dcb2-4188-852e-0ca32aced4b3 · inbound

Phase Transitions in Driven Informational Systems: A Two-Field Perspective on Learning Theory and Non-Equilibrium Chemistry cites this paper.

Phase Transitions in Driven Informational Systems: A Two-Field Perspective on Learning Theory and Non-Equilibrium Chemistry Convergent Linear Representations of Emergent Misalignment

Reference 54

Resolution
verified exact
arxiv_id, observed 2026-05-21T00:33:52.213378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-05-21T00:29:53.240959Z digest=sha256:a17c783daa04cfd044750620b4e5e61f4a7826ad7432f9eabfd968474ebf5e99

Observation e7587443-177d-415e-93ab-d43f019158bf · inbound

Unsupervised Identification and Removal of Spurious Correlations During Fine-Tuning cites this paper.

Unsupervised Identification and Removal of Spurious Correlations During Fine-Tuning Convergent Linear Representations of Emergent Misalignment

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-06-29T15:23:32.548622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-29T15:18:50.887749Z digest=sha256:2c9a5a4f0ce3e405522aced9a6947e4af2d31b858aa750b20f3e35577605a5d7

Observation de7c21c7-aa6d-4d50-bf25-937ffcc7fdb6 · inbound

Subliminal Learning Is Steering Vector Distillation cites this paper.

Subliminal Learning Is Steering Vector Distillation Convergent Linear Representations of Emergent Misalignment

Reference 33

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T21:06:13.437485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-28T17:32:48.190531Z digest=sha256:ab5c5d8e5241fb9ce454f8c1612d103ee319a313189b657a177f6700e53bcb1a

Observation 40ed70c3-a990-4aad-9dc4-031b7dbfdad3 · inbound

Consistency Training Can Entrench Misalignment cites this paper.

Consistency Training Can Entrench Misalignment Convergent Linear Representations of Emergent Misalignment

Reference 54

Resolution
verified exact
arxiv_id, observed 2026-07-02T03:26:28.620189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-06-28T10:07:31.153337Z digest=sha256:62659fd61f58fb77ccfaaffc12755c949a4ffe56da67337ce97ada48bb5d5720

Observation ea4dd1a4-e2b6-4836-9704-91553c52e2f2 · inbound

From Reward-Hack Activations to Agentic Risk States: Context-Calibrated Mechanistic Monitoring in LLM Agents cites this paper.

From Reward-Hack Activations to Agentic Risk States: Context-Calibrated Mechanistic Monitoring in LLM Agents Convergent Linear Representations of Emergent Misalignment

Reference 8

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T13:36:59.381444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-28T01:07:17.014002Z digest=sha256:b1f7090d261a79c3378bfb44eeb609d51929d910b2351e295bef1a844cc7b282

Observation 890e2000-0394-45f6-b6fd-1820b9c8513f · inbound

From Reward-Hack Activations to Agentic Risk States: Context-Calibrated Mechanistic Monitoring in LLM Agents cites this paper.

From Reward-Hack Activations to Agentic Risk States: Context-Calibrated Mechanistic Monitoring in LLM Agents Convergent Linear Representations of Emergent Misalignment

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-02T12:19:47.246874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T12:19:47.246874Z digest=sha256:e166cc1eb8ef9646ba8783d63a7370f6a7aab4a51435c7576f5ca72f2951e1da

Observation 0a3abf91-d489-4858-89fa-914cd74a869d · inbound

The Piggyback Hypothesis of Generalization: Explaining and Mitigating Emergent Misalignment cites this paper.

The Piggyback Hypothesis of Generalization: Explaining and Mitigating Emergent Misalignment Convergent Linear Representations of Emergent Misalignment

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-07-02T13:06:59.152394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-28T01:34:23.382705Z digest=sha256:f328a5fb8701eec57b7fab4dbdd6001ca0419daaf479f05b38267490037fcb33

Observation 08941e98-5a94-4e1e-a6ea-96c456134bbc · inbound

The Piggyback Hypothesis of Generalization: Explaining and Mitigating Emergent Misalignment cites this paper.

The Piggyback Hypothesis of Generalization: Explaining and Mitigating Emergent Misalignment Convergent Linear Representations of Emergent Misalignment

Reference 21

Resolution
unresolved
no resolver link, observed 2026-07-12T14:59:04.152474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T14:59:04.152474Z digest=sha256:e5a3b61864cb16efd3752b22ca7c51a8257f35b566537764e9dc1a68e01908cf

Observation 42ba0531-2a66-45b9-98e7-ea1626685e4a · inbound

Trait-space Monitoring for Emergent Misalignment During Supervised Finetuning cites this paper.

Trait-space Monitoring for Emergent Misalignment During Supervised Finetuning Convergent Linear Representations of Emergent Misalignment

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-07-01T20:56:13.859150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-28T17:37:51.505359Z digest=sha256:d2901d951b1f27411b5139870100f3a036eb5294f23ef6ec12bbc60c37e7a4d7

Observation 749dd8aa-7a35-4977-afcd-52b8ecc3c9e4 · inbound

Activation Steering Induces Emergent Misalignment: A More Comprehensive Evaluation cites this paper.

Activation Steering Induces Emergent Misalignment: A More Comprehensive Evaluation Convergent Linear Representations of Emergent Misalignment

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-07-02T22:57:26.121519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-27T18:35:21.388956Z digest=sha256:7d80cdb9587139aaa2ae5dafccba64b5065d4e9f3a2bcdcb8ef1f4c7c184879d

Observation 393ac466-4fb1-4cdd-a404-f1afd11eeef4 · inbound

Emergent Misalignment Can Be Induced by Sycophancy and Reversed via Alignment Gating cites this paper.

Emergent Misalignment Can Be Induced by Sycophancy and Reversed via Alignment Gating Convergent Linear Representations of Emergent Misalignment

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-07-03T00:47:30.013977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-06-27T17:03:33.199645Z digest=sha256:c36837d7fa1ff7f5ba3a89a702c12febc37b753257f08118d11b2563d31cfcbe

Observation 76d156d0-c7fe-42fe-b40c-7013c29e2d8d · inbound

Actionable Activation Directions for Detecting and Mitigating Emergent Misalignment Across Language Model Families cites this paper.

Actionable Activation Directions for Detecting and Mitigating Emergent Misalignment Across Language Model Families Convergent Linear Representations of Emergent Misalignment

Reference 7

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T03:39:30.887292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-06-26T17:44:26.649209Z digest=sha256:a950c945a74e0d0a858e1f93ddaadc3ee8cc9dc3c01082203192708eb4a01939

Observation 09636826-6bc6-4409-9cea-25401801b0dc · inbound

Revealing Hidden Model Behaviors with Task-Specific Self-Reports cites this paper.

Revealing Hidden Model Behaviors with Task-Specific Self-Reports Convergent Linear Representations of Emergent Misalignment

Reference 22

Resolution
unresolved
no resolver link, observed 2026-07-12T01:00:59.796651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T01:00:59.796651Z digest=sha256:3ce2742e55989affbbb9253ad061c62012e4fe18d870fe83e42a2c0a1ebb7371

Observation aa03c420-e53e-49f8-851e-dc968d4ce8ac · inbound

Revealing Hidden Model Behaviors with Task-Specific Self-Reports cites this paper.

Revealing Hidden Model Behaviors with Task-Specific Self-Reports Convergent Linear Representations of Emergent Misalignment

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-02T08:54:21.864181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T08:54:21.864181Z digest=sha256:6d2cbd55a9fb7fcbb7b7bd8459f091d2bd246e7cfa729450bb47990015a7c4a0

Observation b4e4b958-3349-4b40-a43c-68b450806d99 · inbound

Transplanting, inverting, and preventing a misalignment persona: method-conditional emergent misalignment in Qwen2.5 cites this paper.

Transplanting, inverting, and preventing a misalignment persona: method-conditional emergent misalignment in Qwen2.5 Convergent Linear Representations of Emergent Misalignment

Reference 17

Resolution
unresolved
no resolver link, observed 2026-07-11T18:20:40.287006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T18:20:40.287006Z digest=sha256:18d820e74c37a7d764f69dbbd4fbbb161f08e88f69be7a7eb0165cdc79341b57

Observation 850435f3-b15b-438f-9aa4-eb466a41fe94 · inbound

Emergent Misalignment Recruits a Pre-existing Persona Subspace cites this paper.

Emergent Misalignment Recruits a Pre-existing Persona Subspace Convergent Linear Representations of Emergent Misalignment

Reference 199

Resolution
unresolved
no resolver link, observed 2026-08-01T07:46:21.781085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T07:46:21.781085Z digest=sha256:c0a0ccf4887fdb09ad8b235bc61c6a76fa1283f82f55d645421f25ae00cdd205

Observation 69b57501-8fd7-4319-9156-a3f4668c337b · inbound

Misalignment Has a Personality: A Big Five Account of Emergent Misalignment cites this paper.

Misalignment Has a Personality: A Big Five Account of Emergent Misalignment Convergent Linear Representations of Emergent Misalignment

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-15T15:28:39.581425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:28:39.581425Z digest=sha256:2db1ca7aa0b340a9658dcd79792255eb3015a01c2fcf02a2434b74549860c7a7

Observation e00827f3-94be-42f4-bccf-f8692ea9bdba · inbound

Harmful Content Is Not Enough: Continuation Framing Moderates In-Context Emergent Misalignment cites this paper.

Harmful Content Is Not Enough: Continuation Framing Moderates In-Context Emergent Misalignment Convergent Linear Representations of Emergent Misalignment

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-12T00:22:49.747675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:22:49.747675Z digest=sha256:2a2b3fb91d01100923ac97a43645847b2d845701abf91c46b7489a03c8bf4d90