Paper Citation Record · LEDGER

The Origins of Representation Manifolds in Large Language Models

As of 18 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 21 inbound Pith citation observations for arXiv:2505.18235.

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

pith.paper-citation-record.v1
2505.18235 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:43:19.498700Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 21 of 21 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:41:17.931527Z

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

49 of 49 outbound references displayed

verified exact0
verified fuzzy36
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

2
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation b99b9d22-5fff-4d38-b678-69dc98a2c839 · outbound

This paper cites Understanding intermediate layers using linear classifier probes.

The Origins of Representation Manifolds in Large Language Models Understanding intermediate layers using linear classifier probes

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:26.891628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b7eff14d-068e-4adb-b993-a23c44ca5c2a · outbound

This paper cites Intrinsic dimension of data representations in deep neural networks.

The Origins of Representation Manifolds in Large Language Models Intrinsic dimension of data representations in deep neural networks

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:43:14.866372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6264137-529e-4459-bfa3-695329746bcd · outbound

This paper cites Linear Algebraic Structure of Word Senses , with Applications to Polysemy.

The Origins of Representation Manifolds in Large Language Models Linear Algebraic Structure of Word Senses , with Applications to Polysemy

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T14:43:14.934186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f67a230-3935-40bf-a1c2-2ebc8c0e746e · outbound

This paper cites Superintelligence: Paths , Dangers , Strategies.

The Origins of Representation Manifolds in Large Language Models Superintelligence: Paths , Dangers , Strategies

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:26.725830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f0f0176a-6d68-4f59-9abb-8b438b28b19f · outbound

This paper cites Towards Monosemanticity : Decomposing Language Models With Dictionary Learning.

The Origins of Representation Manifolds in Large Language Models Towards Monosemanticity : Decomposing Language Models With Dictionary Learning

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:26.481931Z

Source-reported events for the cited work

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Observation e7d31fc9-770e-4bc7-856d-8b0cbe43c580 · outbound

This paper cites A course in metric geometry.

The Origins of Representation Manifolds in Large Language Models A course in metric geometry

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:26.308331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a2e32df0-5dac-44ea-9a18-723c27951ae9 · outbound

This paper cites Showing SAE Latents Are Not Atomic Using Meta - SAEs.

The Origins of Representation Manifolds in Large Language Models Showing SAE Latents Are Not Atomic Using Meta - SAEs

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:26.149055Z

Source-reported events for the cited work

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Observation dfd3766a-5b5b-4a41-998c-1079183e7dfb · outbound

This paper cites Learning Multi-Level Features with Matryoshka Sparse Autoencoders.

The Origins of Representation Manifolds in Large Language Models Learning Multi-Level Features with Matryoshka Sparse Autoencoders

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T14:43:15.410159Z

Source-reported events for the cited work

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Observation 29ced394-195a-4f4e-961b-e72bd32c8047 · outbound

This paper cites Isotropy in the contextual embedding space: Clusters and manifolds.

The Origins of Representation Manifolds in Large Language Models Isotropy in the contextual embedding space: Clusters and manifolds

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:25.994907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9f8b1caa-4d56-4553-9807-e90d91a6f93c · outbound

This paper cites Chang, Zhuowen Tu, and Benjamin K.

The Origins of Representation Manifolds in Large Language Models Chang, Zhuowen Tu, and Benjamin K

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:43:15.646768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90cc3e90-21fc-403d-86c3-ea07d6f0baa9 · outbound

This paper cites A new coefficient of correlation.

The Origins of Representation Manifolds in Large Language Models A new coefficient of correlation

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:25.848681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 16ae5cca-c18a-4f49-b5b7-8e4ca8f51c58 · outbound

This paper cites Sparse Autoencoders Find Highly Interpretable Features in Language Models.

The Origins of Representation Manifolds in Large Language Models Sparse Autoencoders Find Highly Interpretable Features in Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:43:15.806771Z

Source-reported events for the cited work

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Observation f8a1505a-92bc-4c10-8f28-2d82720c6895 · outbound

This paper cites Sparse and redundant representations: from theory to applications in signal and image processing.

The Origins of Representation Manifolds in Large Language Models Sparse and redundant representations: from theory to applications in signal and image processing

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:25.673337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 69acf066-d68a-48b9-94fa-09008a387adf · outbound

This paper cites A Mathematical Framework for Transformer Circuits.

The Origins of Representation Manifolds in Large Language Models A Mathematical Framework for Transformer Circuits

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:25.519800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7e8bfc4c-b251-4ce6-ae9d-ac866a590298 · outbound

This paper cites Toy Models of Superposition.

The Origins of Representation Manifolds in Large Language Models Toy Models of Superposition

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:25.354519Z

Source-reported events for the cited work

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Observation bb25d6fc-18bd-4505-b463-91678d4b7de5 · outbound

This paper cites Michaud, Isaac Liao, Wes Gurnee, and Max Tegmark.

The Origins of Representation Manifolds in Large Language Models Michaud, Isaac Liao, Wes Gurnee, and Max Tegmark

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:25.191744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation dc3de097-060c-4326-99a6-88ec9733360d · outbound

This paper cites SimCSE : Simple Contrastive Learning of Sentence Embeddings.

The Origins of Representation Manifolds in Large Language Models SimCSE : Simple Contrastive Learning of Sentence Embeddings

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T14:43:16.177251Z

Source-reported events for the cited work

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Observation 44f3ad94-9e58-4e7f-ba89-d0075f1f9687 · outbound

This paper cites Minimax manifold estimation.

The Origins of Representation Manifolds in Large Language Models Minimax manifold estimation

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:25.011565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 76c990ee-a1c9-4825-a5ad-2e921c6e77b1 · outbound

This paper cites Curve Detector Manifolds in InceptionV1 , August 2024.

The Origins of Representation Manifolds in Large Language Models Curve Detector Manifolds in InceptionV1 , August 2024

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:24.856589Z

Source-reported events for the cited work

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Observation bd6863db-426d-4539-8d09-152ae2f1af4b · outbound

This paper cites Language Models Represent Space and Time.

The Origins of Representation Manifolds in Large Language Models Language Models Represent Space and Time

Reference 20

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Source-reported events for the cited work

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Observation e8cc8f59-0d52-4fd1-9166-3cad0003eeb1 · outbound

This paper cites The functional relevance of probed information: A case study.

The Origins of Representation Manifolds in Large Language Models The functional relevance of probed information: A case study

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:24.708984Z

Source-reported events for the cited work

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Observation d74121c3-27d1-4cbc-9b72-b13b9bfae20b · outbound

This paper cites Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks.

The Origins of Representation Manifolds in Large Language Models Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:24.571944Z

Source-reported events for the cited work

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Observation 23247f02-6495-4d05-a0c0-ee1ee87d6192 · outbound

This paper cites Towards a Definition of Disentangled Representations.

The Origins of Representation Manifolds in Large Language Models Towards a Definition of Disentangled Representations

Reference 23

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Source-reported events for the cited work

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Observation f9d5248d-17e9-498e-9e45-6df2bfda2032 · outbound

This paper cites Identifiability of latent-variable and structural-equation models: from linear to nonlinear.

The Origins of Representation Manifolds in Large Language Models Identifiability of latent-variable and structural-equation models: from linear to nonlinear

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:24.433485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e837ce7e-f4ef-4691-9f0d-49243361df79 · outbound

This paper cites Calendar feature geometry in GPT -2 layer 8 residual stream SAEs.

The Origins of Representation Manifolds in Large Language Models Calendar feature geometry in GPT -2 layer 8 residual stream SAEs

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:24.283179Z

Source-reported events for the cited work

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Observation 53a43a46-3113-4e1e-b85c-859bc393fd8e · outbound

This paper cites On the Sentence Embeddings from Pre -trained Language Models.

The Origins of Representation Manifolds in Large Language Models On the Sentence Embeddings from Pre -trained Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T14:43:17.156501Z

Source-reported events for the cited work

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Observation e8f1bccf-40d0-4d52-9f5b-56844db0ba47 · outbound

This paper cites Emergent world representations: Exploring a sequence model trained on a synthetic task.

The Origins of Representation Manifolds in Large Language Models Emergent world representations: Exploring a sequence model trained on a synthetic task

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:24.144410Z

Source-reported events for the cited work

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Observation a1e1f941-ad54-43f4-9273-ab52ba7f150e · outbound

This paper cites The geometry of concepts: Sparse autoencoder feature structure.

The Origins of Representation Manifolds in Large Language Models The geometry of concepts: Sparse autoencoder feature structure

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:24.000693Z

Source-reported events for the cited work

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Observation c9bac453-9301-472e-82ce-c0a21a7789e9 · outbound

This paper cites Neuronpedia: Interactive reference and tooling for analyzing neural networks, 2024.

The Origins of Representation Manifolds in Large Language Models Neuronpedia: Interactive reference and tooling for analyzing neural networks, 2024

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:23.772069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0aee2a6f-b66b-4506-8770-21a1a2efa65f · outbound

This paper cites Towards understanding grokking: An effective theory of representation learning.

The Origins of Representation Manifolds in Large Language Models Towards understanding grokking: An effective theory of representation learning

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:23.608504Z

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Observation ba84dc28-11da-4e8c-8a19-92139dc6c624 · outbound

This paper cites SAE feature geometry is outside the superposition hypothesis.

The Origins of Representation Manifolds in Large Language Models SAE feature geometry is outside the superposition hypothesis

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:23.375635Z

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Observation 28b6f9c3-f1c4-4991-86d0-003fe764225c · outbound

This paper cites XKCD Color Name Survey Results , 2010.

The Origins of Representation Manifolds in Large Language Models XKCD Color Name Survey Results , 2010

Reference 32

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Observation 0143ebd7-dd4a-434b-bd05-b5fbd858118c · outbound

This paper cites Progress measures for grokking via mechanistic interpretability.

The Origins of Representation Manifolds in Large Language Models Progress measures for grokking via mechanistic interpretability

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:22.884564Z

Source-reported events for the cited work

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Observation d40b9a34-3608-482d-b5ea-b4fee4a0d62e · outbound

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

The Origins of Representation Manifolds in Large Language Models Emergent Linear Representations in World Models of Self-Supervised Sequence Models

Reference 34

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Source-reported events for the cited work

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Observation 2783449a-572f-4338-8ebd-890f470c0c4a · outbound

This paper cites What is a Linear Representation ? What is a Multidimensional Feature ? Transformer Circuits Thread, 2024.

The Origins of Representation Manifolds in Large Language Models What is a Linear Representation ? What is a Multidimensional Feature ? Transformer Circuits Thread, 2024

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:22.604520Z

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Observation cafd1368-0c17-4f9b-81f2-ff9c1ca4468e · outbound

This paper cites Feature Manifold Toy Model.

The Origins of Representation Manifolds in Large Language Models Feature Manifold Toy Model

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:22.347850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c2107f3b-7a75-4de9-9776-e1bbe4aee31a · outbound

This paper cites The Geometry of Categorical and Hierarchical Concepts in Large Language Models.

The Origins of Representation Manifolds in Large Language Models The Geometry of Categorical and Hierarchical Concepts in Large Language Models

Reference 37

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Source-reported events for the cited work

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Observation f9596bb0-7d8e-47af-a24b-0b9455821fea · outbound

This paper cites Disentangling by subspace diffusion.

The Origins of Representation Manifolds in Large Language Models Disentangling by subspace diffusion

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:22.083571Z

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Observation 47f4e480-d8eb-47ae-b4cb-85cfc90c7088 · outbound

This paper cites Language Models are Unsupervised Multitask Learners.

The Origins of Representation Manifolds in Large Language Models Language Models are Unsupervised Multitask Learners

Reference 39

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Observation c7691735-4888-424d-b969-da98bb5dfc7b · outbound

This paper cites Vogt, Randall Balestriero, Wieland Brendel, and David A.

The Origins of Representation Manifolds in Large Language Models Vogt, Randall Balestriero, Wieland Brendel, and David A

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:21.820237Z

Source-reported events for the cited work

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Observation 666984ce-5e3b-49c2-9175-16deafa3807c · outbound

This paper cites Shai, Lucas Teixeira, Alexander Gietelink Oldenziel, Sarah Marzen, and Paul M.

The Origins of Representation Manifolds in Large Language Models Shai, Lucas Teixeira, Alexander Gietelink Oldenziel, Sarah Marzen, and Paul M

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:21.548636Z

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Observation 03797c67-c0bf-4880-b31c-04e0f29ef2d2 · outbound

This paper cites The ‘strong’ feature hypothesis could be wrong.

The Origins of Representation Manifolds in Large Language Models The ‘strong’ feature hypothesis could be wrong

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:21.281893Z

Source-reported events for the cited work

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Observation 339d6178-ae3a-421a-b512-d9eca0c9e426 · outbound

This paper cites Tensor product variable binding and the representation of symbolic structures in connectionist systems.

The Origins of Representation Manifolds in Large Language Models Tensor product variable binding and the representation of symbolic structures in connectionist systems

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:21.073044Z

Source-reported events for the cited work

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Observation 3628429e-6c76-4bcf-8498-dcac3cd0769e · outbound

This paper cites Agent foundations for aligning machine intelligence with human interests: a technical research agenda.

The Origins of Representation Manifolds in Large Language Models Agent foundations for aligning machine intelligence with human interests: a technical research agenda

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:20.821957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7277e41e-51ba-4620-bf59-332bdc994fc3 · outbound

This paper cites Sutherland.

The Origins of Representation Manifolds in Large Language Models Sutherland

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:20.591534Z

Source-reported events for the cited work

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Observation 4d980b8d-7918-4130-ad29-96196bfdb3c5 · outbound

This paper cites Turner, Callum McDougall, Monte MacDiarmid, Alex Tamkin, Esin Durmus, Tristan Hume, Francesco Mosconi, C.

The Origins of Representation Manifolds in Large Language Models Turner, Callum McDougall, Monte MacDiarmid, Alex Tamkin, Esin Durmus, Tristan Hume, Francesco Mosconi, C

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:20.390710Z

Source-reported events for the cited work

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Observation a6e8b1e3-c881-46ba-b99b-3ffd9e2cf2e3 · outbound

This paper cites an unresolved cited work.

The Origins of Representation Manifolds in Large Language Models Unresolved cited work

Reference 47

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Source-reported events for the cited work

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Observation 3028c955-d118-4ec0-a1c8-ab89fcf55d15 · outbound

This paper cites The clock and the pizza: Two stories in mechanistic explanation of neural networks.

The Origins of Representation Manifolds in Large Language Models The clock and the pizza: Two stories in mechanistic explanation of neural networks

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:20.147472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e7392b5d-e701-46d6-b6b3-23dfa698a894 · outbound

This paper cites Contrastive learning inverts the data generating process.

The Origins of Representation Manifolds in Large Language Models Contrastive learning inverts the data generating process

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:43:19.886650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

Observation d8afcab1-df08-4429-bcb6-c2e63858c4c5 · inbound

Latent Trajectory Dynamics in Large Language Models: A Manifold Evolution Framework with Empirical Validation cites this paper.

Latent Trajectory Dynamics in Large Language Models: A Manifold Evolution Framework with Empirical Validation The Origins of Representation Manifolds in Large Language Models

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-19T12:57:17.821145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2a3b619f-5979-481f-8ecf-b4805c048e0e · inbound

Understanding sparse autoencoder scaling in the presence of feature manifolds cites this paper.

Understanding sparse autoencoder scaling in the presence of feature manifolds The Origins of Representation Manifolds in Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T16:41:17.931527Z

Source-reported events for the cited work

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Observation cc5ada7b-ab23-497a-8f49-86320a0b4bfb · inbound

The Cylindrical Representation Hypothesis for Language Model Steering cites this paper.

The Cylindrical Representation Hypothesis for Language Model Steering The Origins of Representation Manifolds in Large Language Models

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-07-01T00:15:09.267072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 527d51e2-f964-472d-bc66-4981e5a884ff · inbound

SMIXAE: Towards Unsupervised Manifold Discovery in Language Models cites this paper.

SMIXAE: Towards Unsupervised Manifold Discovery in Language Models The Origins of Representation Manifolds in Large Language Models

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-12T02:56:18.880376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 88aff8a9-85ee-4a9a-8198-8f545318fa87 · inbound

Tensor Product Representation Probes Reveal Shared Structure Across Linear Directions cites this paper.

Tensor Product Representation Probes Reveal Shared Structure Across Linear Directions The Origins of Representation Manifolds in Large Language Models

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:16:30.239832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3cf9cce7-bc6f-4b35-af58-dfc85c9e3603 · inbound

Rethinking Layer Relevance in Large Language Models Beyond Cosine Similarity cites this paper.

Rethinking Layer Relevance in Large Language Models Beyond Cosine Similarity The Origins of Representation Manifolds in Large Language Models

Reference 48

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T05:09:46.272156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 78de1104-d534-4aee-af4f-0cf48c7c05e4 · inbound

Probing for Representation Manifolds in Superposition cites this paper.

Probing for Representation Manifolds in Superposition The Origins of Representation Manifolds in Large Language Models

Reference 97

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T11:48:15.068720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 182345b5-120c-4851-a916-da5cff804617 · inbound

Latent-space Attacks for Refusal Evasion in Language Models cites this paper.

Latent-space Attacks for Refusal Evasion in Language Models The Origins of Representation Manifolds in Large Language Models

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-22T09:01:19.872169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 85a8efce-804a-4801-96d7-60026958462a · inbound

Latent-space Attacks for Refusal Evasion in Language Models cites this paper.

Latent-space Attacks for Refusal Evasion in Language Models The Origins of Representation Manifolds in Large Language Models

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-06-30T17:14:57.297855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 09e89b33-c9b1-4cdc-a356-cbfd044e99a6 · inbound

Hierarchical Concept Geometry in Language Models Emerges from Word Co-occurrence cites this paper.

Hierarchical Concept Geometry in Language Models Emerges from Word Co-occurrence The Origins of Representation Manifolds in Large Language Models

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-25T04:15:19.978550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 13322f55-08a3-40e9-8a88-02db4438109e · inbound

When and How Long? The Readout-Mediator Angle in Temporal Reasoning cites this paper.

When and How Long? The Readout-Mediator Angle in Temporal Reasoning The Origins of Representation Manifolds in Large Language Models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-06-29T13:33:27.891138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d10c6e46-3162-45aa-bf8d-d733cc156fa7 · inbound

Temporal Preference Concepts and their Functions in a Large Language Model cites this paper.

Temporal Preference Concepts and their Functions in a Large Language Model The Origins of Representation Manifolds in Large Language Models

Reference 77

Resolution: verified exact; arxiv_id, observed 2026-07-01T14:05:47.022992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0e3be527-d0e3-4a45-b8c5-4842c3c57f7b · inbound

Temporal Preference Concepts and their Functions in a Large Language Model cites this paper.

Temporal Preference Concepts and their Functions in a Large Language Model The Origins of Representation Manifolds in Large Language Models

Reference 77

Resolution: unresolved; no resolver link, observed 2026-07-12T17:03:44.315006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49638904-6a8f-43f4-9462-69cb9bc639a2 · inbound

LoRi: Low-Rank Distillation for Implicit Reasoning cites this paper.

LoRi: Low-Rank Distillation for Implicit Reasoning The Origins of Representation Manifolds in Large Language Models

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T08:06:48.369770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7cb3236e-b1ae-4be1-9569-aa01b438ee85 · inbound

Subspace-Aware Sparse Autoencoders for Effective Mechanistic Interpretability cites this paper.

Subspace-Aware Sparse Autoencoders for Effective Mechanistic Interpretability The Origins of Representation Manifolds in Large Language Models

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-06-28T02:11:29.082612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f69f8c32-2e6d-426d-a27d-323ddd049abe · inbound

A Navigable Manifold of Hypothesized Consciousness-Spectrum States in Language Model Representations cites this paper.

A Navigable Manifold of Hypothesized Consciousness-Spectrum States in Language Model Representations The Origins of Representation Manifolds in Large Language Models

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-07-02T11:36:54.973447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 801c99a0-03c4-44f9-a7dc-3c9b6ba2d422 · inbound

Structuring Sparsity: Block-Sparse Featurizers Capture Visual Concept Manifolds cites this paper.

Structuring Sparsity: Block-Sparse Featurizers Capture Visual Concept Manifolds The Origins of Representation Manifolds in Large Language Models

Reference 83

Resolution: verified exact; arxiv_id, observed 2026-07-04T17:09:58.956891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f61fed54-1abb-43ee-97b0-039b21eb2b8d · inbound

Does Aurora Encode Atmospheric Structure? Latent Regime Analysis and Attribution cites this paper.

Does Aurora Encode Atmospheric Structure? Latent Regime Analysis and Attribution The Origins of Representation Manifolds in Large Language Models

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-07-04T15:39:56.431592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6739638f-79d0-49ed-8f6e-3771fdb86000 · inbound

At the Edge of Understanding: Sparse Autoencoders Trace The Limits of Transformer Generalization cites this paper.

At the Edge of Understanding: Sparse Autoencoders Trace The Limits of Transformer Generalization The Origins of Representation Manifolds in Large Language Models

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-06-26T01:28:50.532285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5c8bf4ca-5667-42b1-9600-f3f00b1404bf · inbound

Subliminal Clocks: Latent Time Modelling in Diffusion Language Models cites this paper.

Subliminal Clocks: Latent Time Modelling in Diffusion Language Models The Origins of Representation Manifolds in Large Language Models

Reference 10

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T13:58:21.253515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e0755394-259c-485e-b874-572395d87b75 · inbound

Subliminal Clocks: Latent Time Modelling in Diffusion Language Models cites this paper.

Subliminal Clocks: Latent Time Modelling in Diffusion Language Models The Origins of Representation Manifolds in Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T09:07:01.934755Z

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Unavailable: canonical work link unavailable.