Paper Citation Record · LEDGER

Linear Representations of Political Perspective Emerge in Large Language Models

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2503.02080.

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

pith.paper-citation-record.v1
2503.02080 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:28:03.112145Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T23:07:26.684630Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 577e6f09-43fc-4a17-8314-b3909c1443bb · inbound

Evaluating Intra-firm LLM Alignment Strategies in Business Contexts cites this paper.

Evaluating Intra-firm LLM Alignment Strategies in Business Contexts Linear Representations of Political Perspective Emerge in Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:28:03.112145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45257b3d-b96f-442f-b6d0-8a152a559c65 · inbound

Fine-Grained Interpretation of Political Opinions in Large Language Models cites this paper.

Fine-Grained Interpretation of Political Opinions in Large Language Models Linear Representations of Political Perspective Emerge in Large Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T10:40:14.374310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1d12fa1-2227-4053-9c63-9e7738c4a344 · inbound

Dissecting Bias in LLMs: A Mechanistic Interpretability Perspective cites this paper.

Dissecting Bias in LLMs: A Mechanistic Interpretability Perspective Linear Representations of Political Perspective Emerge in Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T10:29:44.887656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8c6c52a-f505-48c3-bbd4-b3d13d65774c · inbound

LegiGPT: Party Politics and Transport Policy with Large Language Model cites this paper.

LegiGPT: Party Politics and Transport Policy with Large Language Model Linear Representations of Political Perspective Emerge in Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T23:42:13.712971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f92e8764-2945-416b-bcc1-8b6d14f22bc8 · inbound

PII Jailbreaking in LLMs via Activation Steering Reveals Personal Information Leakage cites this paper.

PII Jailbreaking in LLMs via Activation Steering Reveals Personal Information Leakage Linear Representations of Political Perspective Emerge in Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T20:36:46.621517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bdabc5e-dbd7-42ff-81cd-73b343b08578 · inbound

Opinion dynamics: Statistical physics and beyond cites this paper.

Opinion dynamics: Statistical physics and beyond Linear Representations of Political Perspective Emerge in Large Language Models

Reference 168

Resolution: verified exact; arxiv_id, observed 2026-05-22T00:44:29.153404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8b4f85a5-b960-4f6a-9879-18d4b1a2ed6a · inbound

When Models Refuse: Political Steerability and Feature Richness as Measures of Ideological Depth cites this paper.

When Models Refuse: Political Steerability and Feature Richness as Measures of Ideological Depth Linear Representations of Political Perspective Emerge in Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T14:22:30.664747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b66a0bd3-7c2e-4f9a-89d9-28106ebe1c4d · inbound

Anchoring Refusal Direction: Mitigating Safety Risks in Tuning via Projection Constraint cites this paper.

Anchoring Refusal Direction: Mitigating Safety Risks in Tuning via Projection Constraint Linear Representations of Political Perspective Emerge in Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T23:10:21.206616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4a8c392-549f-40e5-81e2-084a1b0552db · inbound

Mechanistic Interpretability of Cognitive Complexity in LLMs via Linear Probing using Bloom's Taxonomy cites this paper.

Mechanistic Interpretability of Cognitive Complexity in LLMs via Linear Probing using Bloom's Taxonomy Linear Representations of Political Perspective Emerge in Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T22:20:52.717256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28195c93-ff53-484b-ab93-58f34a2d6e16 · inbound

Probing for Reading Times cites this paper.

Probing for Reading Times Linear Representations of Political Perspective Emerge in Large Language Models

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:28:39.046308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5f7cbe17-9889-4e95-9d47-e0878a9e670c · inbound

LLM-Assisted Reranking to Operationalize Nuanced Objectives in Recommender Systems cites this paper.

LLM-Assisted Reranking to Operationalize Nuanced Objectives in Recommender Systems Linear Representations of Political Perspective Emerge in Large Language Models

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-07-02T01:16:24.448550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8a840735-a44a-4fcb-9f95-ed704854b8ba · 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 Linear Representations of Political Perspective Emerge in Large Language Models

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-07-01T14:05:47.178634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 35a5103d-011f-4d91-aa60-9136de1c7de8 · 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 Linear Representations of Political Perspective Emerge in Large Language Models

Reference 60

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 142ff753-4297-447f-826b-9dd1bcdf5788 · inbound

The Amplifying Mirror: Locating and Steering the Partisan Direction inside a Large Language Model cites this paper.

The Amplifying Mirror: Locating and Steering the Partisan Direction inside a Large Language Model Linear Representations of Political Perspective Emerge in Large Language Models

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-02T23:07:26.690097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f81196d5-9f97-4ee2-8bbc-c3c5e425a918 · inbound

Linear representations of grammaticality in neural language models cites this paper.

Linear representations of grammaticality in neural language models Linear Representations of Political Perspective Emerge in Large Language Models

Reference 111

Resolution: unresolved; no resolver link, observed 2026-08-01T23:59:44.407327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.