Paper Citation Record · LEDGER

Identifying and Manipulating Personality Traits in LLMs Through Activation Engineering

As of 19 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 3 inbound Pith citation observations for arXiv:2412.10427.

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

pith.paper-citation-record.v1
2412.10427 v2

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T18:26:22.306795Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:09:42.664866Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T16:37:09.460077Z

Reference resolution

16 of 16 outbound references displayed

verified exact0
verified fuzzy5
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 99123aaa-90df-4a7b-89b7-d00ac1d8be02 · outbound

This paper cites Arditi, O.

Identifying and Manipulating Personality Traits in LLMs Through Activation Engineering Arditi, O

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:26:22.649842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ab762121-9a4d-4dc3-bb87-53252687542d · outbound

This paper cites Belinkov, N.

Identifying and Manipulating Personality Traits in LLMs Through Activation Engineering Belinkov, N

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:26:22.631074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 93646802-c422-432d-abac-0b2478a913d8 · outbound

This paper cites an unresolved cited work.

Identifying and Manipulating Personality Traits in LLMs Through Activation Engineering Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:26:22.612032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3d3bd397-6a97-4ee0-9b9e-28e2eb5931b3 · outbound

This paper cites Jiang, X.

Identifying and Manipulating Personality Traits in LLMs Through Activation Engineering Jiang, X

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:26:22.592496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3f639258-891a-407d-8d6a-01843ca33071 · outbound

This paper cites an unresolved cited work.

Identifying and Manipulating Personality Traits in LLMs Through Activation Engineering Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:26:22.574038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation aa91bb07-8377-42b1-957c-e0932fa3f5fc · outbound

This paper cites an unresolved cited work.

Identifying and Manipulating Personality Traits in LLMs Through Activation Engineering Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:26:22.552354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9220902d-1d85-48f1-900e-fabcef16580c · outbound

This paper cites Mass-Editing Memory in a Transformer.

Identifying and Manipulating Personality Traits in LLMs Through Activation Engineering Mass-Editing Memory in a Transformer

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T18:26:22.248102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 618b30be-a83b-43f1-8b02-6ccd864f29c1 · outbound

This paper cites Steering Llama 2 via Contrastive Activation Addition.

Identifying and Manipulating Personality Traits in LLMs Through Activation Engineering Steering Llama 2 via Contrastive Activation Addition

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T18:26:22.254776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f97f49a-c481-4d29-a1e3-a898e460f534 · outbound

This paper cites Saarim¨ aki, A.

Identifying and Manipulating Personality Traits in LLMs Through Activation Engineering Saarim¨ aki, A

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:26:22.532666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d0cee934-5eb2-4fc8-a5c7-9fdb1efdb26a · outbound

This paper cites Personality Traits in Large Language Models.

Identifying and Manipulating Personality Traits in LLMs Through Activation Engineering Personality Traits in Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T18:26:22.267432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a816a425-aeb4-4d46-948c-91fc621bdf5d · outbound

This paper cites an unresolved cited work.

Identifying and Manipulating Personality Traits in LLMs Through Activation Engineering Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:26:22.510411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1cbf2978-a33d-45d9-ae53-c2b47fcbfa42 · outbound

This paper cites Extracting Latent Steering Vectors from Pretrained Language Models.

Identifying and Manipulating Personality Traits in LLMs Through Activation Engineering Extracting Latent Steering Vectors from Pretrained Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T18:26:22.280622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b29f83d-1f92-444d-b03e-3e4f11cd280b · outbound

This paper cites Steering Language Models With Activation Engineering.

Identifying and Manipulating Personality Traits in LLMs Through Activation Engineering Steering Language Models With Activation Engineering

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T18:26:22.287359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 814d46e4-fa5e-4504-a914-f74482ebfc57 · outbound

This paper cites an unresolved cited work.

Identifying and Manipulating Personality Traits in LLMs Through Activation Engineering Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:26:22.488835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c6cab3fc-ca50-495d-9c45-892a8926c3e2 · outbound

This paper cites Turntrout.

Identifying and Manipulating Personality Traits in LLMs Through Activation Engineering Turntrout

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:26:22.470978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b11bb903-1395-49b4-94a7-967d9b655820 · outbound

This paper cites Self-assessment, Exhibition, and Recognition: a Review of Personality in Large Language Models.

Identifying and Manipulating Personality Traits in LLMs Through Activation Engineering Self-assessment, Exhibition, and Recognition: a Review of Personality in Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T18:26:22.306795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 725f596f-298c-4309-880c-b98ddfd09a66 · inbound

Humanizing LLMs: A Survey of Psychological Measurements with Tools, Datasets, and Human-Agent Applications cites this paper.

Humanizing LLMs: A Survey of Psychological Measurements with Tools, Datasets, and Human-Agent Applications Identifying and Manipulating Personality Traits in LLMs Through Activation Engineering

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T05:09:42.664866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 398a229b-f910-4052-863e-09a6fb36be26 · inbound

Adversarial Robustness of Activation Steering in Large Language Models cites this paper.

Adversarial Robustness of Activation Steering in Large Language Models Identifying and Manipulating Personality Traits in LLMs Through Activation Engineering

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-07-02T16:37:09.461712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 10624542-492e-4725-b8bf-11cd4fb7da6a · 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 Identifying and Manipulating Personality Traits in LLMs Through Activation Engineering

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-15T15:28:38.935456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.