Paper Citation Record · LEDGER

Towards Understanding Steering Strength

As of 17 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 1 inbound Pith citation observation for arXiv:2602.02712.

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

pith.paper-citation-record.v1
2602.02712 v2

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T05:21:32.081692Z

measured 22 of 22 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T01:44:32.049277Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

21 of 21 outbound references displayed

verified exact0
verified fuzzy0
unresolved20
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

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

Outbound references

Observation 7b6bc15b-fbe8-45d4-b659-34052941b1e4 · outbound

This paper cites an unresolved cited work.

Towards Understanding Steering Strength Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T05:21:32.081692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccafb7e2-6be4-4d5a-ba29-45ae9002a504 · outbound

This paper cites Layer Normalization.

Towards Understanding Steering Strength Layer Normalization

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T05:21:30.156650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c2709e2-754d-4bcf-b8c6-f3f24c4c130a · outbound

This paper cites role": "system.

Towards Understanding Steering Strength role": "system

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T05:21:31.720953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee3c9d0e-08b5-45af-b845-1bea68b2e5c0 · outbound

This paper cites Scaling and evaluating sparse autoencoders.

Towards Understanding Steering Strength Scaling and evaluating sparse autoencoders

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T05:21:30.568951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4447eac4-867a-4911-be1b-b8a5d59d97ea · outbound

This paper cites Linguistic regularities in continuous space word representations.

Towards Understanding Steering Strength Linguistic regularities in continuous space word representations

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T05:21:30.656184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33ecf48b-9d5c-4e13-b373-6487ca0ca887 · outbound

This paper cites V ., Hinton, G.

Towards Understanding Steering Strength V ., Hinton, G

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T05:21:30.866350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b825dbe-a7d0-4014-8a4b-3ef0435af061 · outbound

This paper cites Gemma 3 Technical Report.

Towards Understanding Steering Strength Gemma 3 Technical Report

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T05:21:31.045415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6b4d2df-21a6-47ad-941d-83a39c202376 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Towards Understanding Steering Strength Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T05:21:31.136500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 485a58c2-5b6c-450c-b880-a9a5c43eacd6 · outbound

This paper cites Steering Language Models With Activation Engineering.

Towards Understanding Steering Strength Steering Language Models With Activation Engineering

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T05:21:31.227855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27a47a04-95db-4b5e-bfff-77f5771b2f69 · outbound

This paper cites Qwen3 Technical Report.

Towards Understanding Steering Strength Qwen3 Technical Report

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T05:21:31.320761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae251b2b-1b92-4550-9281-d60ce15dc12d · outbound

This paper cites Fine-Tuning Language Models from Human Preferences.

Towards Understanding Steering Strength Fine-Tuning Language Models from Human Preferences

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T05:21:31.594854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c8f4f95-6a71-458f-89ed-083623c467d2 · outbound

This paper cites MMLU is a practical performance metric, more indicative of real-world capability than cross-entropy.

Towards Understanding Steering Strength MMLU is a practical performance metric, more indicative of real-world capability than cross-entropy

Reference 19

Resolution: malformed identifier; no resolver link, observed 2026-08-03T05:21:31.821649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d7a96ee-1dbd-4e7b-9c42-4d0f28ac69ae · outbound

This paper cites Each row of three plots corresponds to a single steered concept, and each column corresponds to a different model.

Towards Understanding Steering Strength Each row of three plots corresponds to a single steered concept, and each column corresponds to a different model

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T05:21:31.932935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2ef7402-1426-4182-885a-26803f0457c3 · outbound

This paper cites an unresolved cited work.

Towards Understanding Steering Strength Unresolved cited work

Reference 2013

Resolution: unresolved; no resolver link, observed 2026-08-03T05:21:30.787815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7019cc5-31ca-439a-9d16-1fffa60a30e2 · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

Towards Understanding Steering Strength Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-03T05:21:30.187540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5766e4e6-f8cd-4c7a-8ae4-307eea59752b · outbound

This paper cites C., Lyzhov, A., Pfau, J., Mahdi, S., and Bow- man, S.

Towards Understanding Steering Strength C., Lyzhov, A., Pfau, J., Mahdi, S., and Bow- man, S

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-03T05:21:30.982264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16f1da48-fd6f-42a9-9837-956044ec08d3 · outbound

This paper cites and Thrampoulidis, C.

Towards Understanding Steering Strength and Thrampoulidis, C

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-03T05:21:31.465862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6422a7c6-ab2b-4846-8e88-24b23f0fc21e · outbound

This paper cites Dynamically Scaled Activation Steering.

Towards Understanding Steering Strength Dynamically Scaled Activation Steering

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-03T05:21:30.468174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f06bff7-df7f-428b-a2e7-9f92503431f4 · outbound

This paper cites Persona Vectors: Monitoring and Controlling Character Traits in Language Models.

Towards Understanding Steering Strength Persona Vectors: Monitoring and Controlling Character Traits in Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T05:21:30.279243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48ac31e2-6d1d-4d78-b776-8e8992cd50bd · outbound

This paper cites Arditi, A., Obeso, O., Syed, A., Paleka, D., Panickssery, N., Gurnee, W., and Nanda, N.

Towards Understanding Steering Strength Arditi, A., Obeso, O., Syed, A., Paleka, D., Panickssery, N., Gurnee, W., and Nanda, N

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T05:21:30.099972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55650e19-b4eb-4ab6-89af-3fb641e06b01 · outbound

This paper cites Toy Models of Superposition.

Towards Understanding Steering Strength Toy Models of Superposition

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-03T05:21:30.385618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 2001813a-4e39-4f97-b15b-da04c2a4350a · inbound

Role Steering of Language Models for Social Simulations cites this paper.

Role Steering of Language Models for Social Simulations Towards Understanding Steering Strength

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-04T01:48:31.852146Z

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.