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Paper Citation Record · LEDGER

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness

As of 8 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 4 inbound Pith citation observations for arXiv:2510.04484.

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

pith.paper-citation-record.v1
2510.04484 v2

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T11:31:27.793533Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:56:06.062672Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T16:30:22.040432Z

Reference resolution

29 of 29 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved28
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 33aa566c-f02c-4247-9a91-7660162efbf7 · outbound

This paper cites You learn quickly.

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness You learn quickly

Reference 1

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source=pdf_text observed=2026-08-04T11:31:25.915219Z digest=sha256:1e8b93d491240856ea1c852eb4339cb539ab0bced54a0c951180fc4ee7388501

Observation e13177f6-e119-43f8-8706-32428961cf2c · outbound

This paper cites an unresolved cited work.

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness Unresolved cited work

Reference 2

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source=pdf_text observed=2026-08-04T11:31:26.454289Z digest=sha256:e81be9eedd64b1b53e8c2d3b39e7a21f1bbbfafbbb4b4dccd88b3fc560178d10

Observation 46245bc5-1af2-41fd-bb3a-deae3dd5245c · outbound

This paper cites an unresolved cited work.

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness Unresolved cited work

Reference 3

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source=pdf_text observed=2026-08-04T11:31:26.313193Z digest=sha256:bcef51cb6521a49dd6a0fb6dfa553d2102c29fa91d5de84b41032c09180d95c2

Observation 796ebb3b-8741-4c4e-a13f-9d41e521fc33 · outbound

This paper cites ProxyLLM : LLM-Driven Framework for Customer Support Through Text-Style Transfer.

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness ProxyLLM : LLM-Driven Framework for Customer Support Through Text-Style Transfer

Reference 4

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source=pdf_text observed=2026-08-04T11:31:24.758990Z digest=sha256:6ddd5bef3cb969057e1fc7c211d679b661f1d1d49e4a6e561484711f520b3789

Observation 28409292-87df-462c-8b65-67650579428a · outbound

This paper cites an unresolved cited work.

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness Unresolved cited work

Reference 5

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source=pdf_text observed=2026-08-04T11:31:26.570037Z digest=sha256:42229e19543325734fe7298e1577a67c475b97b75d56a153ab0cd47127f6f0b1

Observation 8dd5b8d1-340d-40fa-81ad-8ee89454bcea · outbound

This paper cites an unresolved cited work.

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness Unresolved cited work

Reference 8

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source=pdf_text observed=2026-08-04T11:31:25.091583Z digest=sha256:8147316aad9bc14d0c8ac763df9d86cc9195a886d547e15aa1cc88bc913a60c7

Observation e5e0e902-3dbf-4cd4-a98c-28501cb419ff · outbound

This paper cites Yunfan Shao, Linyang Li, Junqi Dai, and Xipeng Qiu.

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness Yunfan Shao, Linyang Li, Junqi Dai, and Xipeng Qiu

Reference 11

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source=pdf_text observed=2026-08-04T11:31:25.325811Z digest=sha256:00cae21456154c0c076814d89aa150203217fa2c66d9680ef10154d02c42689d

Observation 9ebbf9c5-6560-48d0-8f20-9fffbbef3c29 · outbound

This paper cites The Shrinking Landscape of Linguistic Diversity in the Age of Large Language Models.

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness The Shrinking Landscape of Linguistic Diversity in the Age of Large Language Models

Reference 12

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source=pdf_text observed=2026-08-04T11:31:25.387280Z digest=sha256:fe98177db2c7740145406d64daeece312467df609fa81c7825c2373b6650a647

Observation b0fecea3-d0d3-427e-904a-274503881dab · outbound

This paper cites Is ChatGPT Equipped with Emotional Dialogue Capabilities?.

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness Is ChatGPT Equipped with Emotional Dialogue Capabilities?

Reference 15

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source=pdf_text observed=2026-08-04T11:31:25.628258Z digest=sha256:859308886f2d67e334bec47b3fd677c19ea4ad08b1a6c30e3c96550569dd9d0c

Observation e423bce2-e829-4687-b0bb-2b90a7a2b932 · outbound

This paper cites an unresolved cited work.

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness Unresolved cited work

Reference 18

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source=pdf_text observed=2026-08-04T11:31:26.170337Z digest=sha256:12a3558927b6f9eb2eec2ee7d0b986d765516d413fd05f98a20245fe50c85ac8

Observation 3fb8b08d-975c-4c34-965e-7eb31495d3be · outbound

This paper cites an unresolved cited work.

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness Unresolved cited work

Reference 22

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source=pdf_text observed=2026-08-04T11:31:26.713483Z digest=sha256:deae1711de8199d82169b4a02de9cd54f2ef49cf805e8269f2b967efee28b502

Observation 2aa141e3-0a46-4548-9e41-b4eda4ac26ad · outbound

This paper cites an unresolved cited work.

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness Unresolved cited work

Reference 23

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source=pdf_text observed=2026-08-04T11:31:26.870264Z digest=sha256:3eb669cf5966a6d5670a400b50a8876336d2d295872d4857ce1200e9b3e52bb8

Observation 32173a7a-c4aa-477b-b51d-c901392da41a · outbound

This paper cites Yeah, the traffic’s pretty heavy today.

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness Yeah, the traffic’s pretty heavy today

Reference 24

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source=pdf_text observed=2026-08-04T11:31:27.028988Z digest=sha256:e26441e23a400dc3e5ac1b6096828b9cd7150985691bb1e1b557e3177b06c876

Observation 07cb3eff-8d34-4078-8ad4-6c648f7a8029 · outbound

This paper cites where µ+ l = 1 |D+| X i∈D+ Z(i) l , and µ− l = 1 |D−| X i∈D− Z(i) l.

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness where µ+ l = 1 |D+| X i∈D+ Z(i) l , and µ− l = 1 |D−| X i∈D− Z(i) l

Reference 26

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T11:31:27.357350Z digest=sha256:294e45a0f8df2f0493f853bf38bb44f7891658ee4c9b3a27a4579df4139a2601

Observation 97b505c4-ce3f-431f-8a46-8a4373a32d1d · outbound

This paper cites Pretend that you are angry.

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness Pretend that you are angry

Reference 27

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no resolver link, observed 2026-08-04T11:31:27.538609Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T11:31:27.538609Z digest=sha256:7a523f9eb42467761fd127b8f0351538306c32d7116013db169d359f5b5c69e2

Observation 3a59fc2d-6510-4ed9-a22f-fd3f6eec7722 · outbound

This paper cites an unresolved cited work.

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness Unresolved cited work

Reference 28

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source=pdf_text observed=2026-08-04T11:31:27.675289Z digest=sha256:58d281d615e1ad812e1195ff5f019c4e8d9e70e844bc781fe40631926ad61bf9

Observation 444c0731-13d0-440d-97b0-63c0ad097e47 · outbound

This paper cites I’m so free, I’m so alive!.

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness I’m so free, I’m so alive!

Reference 29

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Observation 6645d807-6d7e-4da2-b76e-224e0b7b38da · outbound

This paper cites ControlLM: Crafting Diverse Personalities for Language Models.

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness ControlLM: Crafting Diverse Personalities for Language Models

Reference 1988

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Observation 15ed3da2-1800-407b-90c3-fdf7e40f9c76 · outbound

This paper cites Joon Sung Park, Joseph O’Brien, Carrie Jun Cai, Mered- ith Ringel Morris, Percy Liang, and Michael S Bern- stein.

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness Joon Sung Park, Joseph O’Brien, Carrie Jun Cai, Mered- ith Ringel Morris, Percy Liang, and Michael S Bern- stein

Reference 2001

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Observation 355808e4-5dea-4aea-a356-98bad1591612 · outbound

This paper cites Seungwon Lim, Seungbeen Lee, Dongjun Min, and Youngjae Yu.

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness Seungwon Lim, Seungbeen Lee, Dongjun Min, and Youngjae Yu

Reference 2002

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source=pdf_text observed=2026-08-04T11:31:24.930319Z digest=sha256:759ab59ad2903b66a0a22aa4f109336db71408bb490ebd82727a567a6209c4a9

Observation d0d2611b-746f-499f-9631-50e83294afb5 · outbound

This paper cites an unresolved cited work.

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness Unresolved cited work

Reference 2006

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source=pdf_text observed=2026-08-04T11:31:25.439299Z digest=sha256:8451544bbd1e4cb7c75d0dbe2073d62f13b24d3fb2e4f516696a8d76abf78723

Observation da92265a-49b0-4dce-a489-2f1b4ba34aa1 · outbound

This paper cites Immediate Action Required.

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness Immediate Action Required

Reference 2011

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source=pdf_text observed=2026-08-04T11:31:27.185555Z digest=sha256:6da780172b2b772738cb36da28a06b2a128a5f9d08982eb6a207b6bb7df5c287

Observation 0e51fd57-9f43-4fcb-b1af-b764dc390066 · outbound

This paper cites InProceedings of the 58th Annual Meeting of the Association for Computational Linguistics, pages 4040–4054.

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness InProceedings of the 58th Annual Meeting of the Association for Computational Linguistics, pages 4040–4054

Reference 2020

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source=pdf_text observed=2026-08-04T11:31:24.695388Z digest=sha256:451ffc11e36be7a109746055eb9efb9780cc4b8652c196676b626f8583a94409

Observation 99dfea9e-3e65-4556-b864-22a43bb677fe · outbound

This paper cites Personality Traits in Large Language Models.

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness Personality Traits in Large Language Models

Reference 2021

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source=pdf_text observed=2026-08-04T11:31:25.261353Z digest=sha256:a8aa3b55417683fd86292017db3eb09fc8e8740def042016f8262c898e4ac0b6

Observation c305cf47-9cb9-41a0-b81c-e4d9059541a4 · outbound

This paper cites Zhancheng Ren, Qiang Shen, Xiaolei Diao, and Hao Xu.

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness Zhancheng Ren, Qiang Shen, Xiaolei Diao, and Hao Xu

Reference 2022

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source=pdf_text observed=2026-08-04T11:31:25.183380Z digest=sha256:206f1a1f758819eb8e89e716e508ca54858f69efc91bb6f6f9315957a02858f9

Observation 3957eea4-105f-4fc8-9d6e-4f2d890310b8 · outbound

This paper cites In2023 IEEE international conference on advanced learning tech- nologies (ICALT), pages 323–325.

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness In2023 IEEE international conference on advanced learning tech- nologies (ICALT), pages 323–325

Reference 2023

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source=pdf_text observed=2026-08-04T11:31:24.605281Z digest=sha256:501ed5b4282d561a729c2b16e00a7cd48079cc591fb52098170b414496bbd393

Observation 9f7ad5ed-43dd-4cd8-96bb-9a51f729ac5d · outbound

This paper cites Cause-Aware Empathetic Response Generation via Chain-of-Thought Fine-Tuning.

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness Cause-Aware Empathetic Response Generation via Chain-of-Thought Fine-Tuning

Reference 2024

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source=pdf_text observed=2026-08-04T11:31:24.544199Z digest=sha256:b5d7227dfd5c13186d531a18ca2dcc25512ed4d3a011aa25dcaf63530756ea08

Observation a2e68c9e-64cf-4b41-975d-e25ab946b452 · outbound

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

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness Representation Engineering: A Top-Down Approach to AI Transparency

Reference 2025

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source=pdf_text observed=2026-08-04T11:31:25.744435Z digest=sha256:22aa09d6f8f0892701ccb7d2d7a4c9a7f976a197aca0d9f87d84e81aa958809a

Observation 1f2512a1-4994-4aa4-babd-10a80438099e · outbound

This paper cites Leah L Light, Robert F Kennison, and Michael R Healy.

Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness Leah L Light, Robert F Kennison, and Michael R Healy

Reference 4597

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source=pdf_text observed=2026-08-04T11:31:24.846807Z digest=sha256:4e8f28a7fde4e9b7b1f1877e1ffd5cf40837b652e1898e7a31bab1fe27d3e2fc

Pith citing papers

Observation c85dd936-35dc-4dfd-9c5d-9ce873d6a636 · inbound

Tracing Moral Foundations in Large Language Models cites this paper.

Tracing Moral Foundations in Large Language Models Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness

Reference 2

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verified exact
arxiv_id, observed 2026-07-03T02:16:46.519239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-16T17:03:47.278244Z digest=sha256:fe011652747394b428eab8569ea3aa260096e6029725cc78853f886616c887fb

Observation 964410a6-ee0b-458d-bfa8-9db8aa2e9ea3 · inbound

Tracing Moral Foundations in Large Language Models cites this paper.

Tracing Moral Foundations in Large Language Models Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness

Reference 2

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arxiv_id, observed 2026-07-03T02:16:46.519239Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-21T16:28:39.176188Z digest=sha256:4ba49cedfb9924c2915982b33d4141545b517407b02e1f7a1f5935cf1071ae26

Observation e80f3e38-c2a9-41be-b253-462876d44ee7 · inbound

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models cites this paper.

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness

Reference 13

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arxiv_id, observed 2026-07-03T02:16:46.519239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-16T12:39:57.398423Z digest=sha256:e67a3d159951b920535e915233d460cf2ab0117b7c1e18e4e98e807a3d7293e6

Observation 76ecbfcc-f363-418f-a788-48215d6b50cd · inbound

ODRA: Synthesizing Cognitive Behavioral Therapy Sessions with Structured Chain-Of-Thought and Dynamic Patient Resistance cites this paper.

ODRA: Synthesizing Cognitive Behavioral Therapy Sessions with Structured Chain-Of-Thought and Dynamic Patient Resistance Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness

Reference 42

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source=arxiv_source observed=2026-08-06T22:56:06.062672Z digest=sha256:0a6bd18b4c14d263adb6a859e7b25ea0b2fbbebae31692265f567cd5524937ed