Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T04:09:28.265857Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 23 inbound Pith citation observations for arXiv:2506.11618.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T04:09:28.265857Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:53:59.055237Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
32 of 32 outbound references displayed
External citation measurements
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Observation 2d6417f0-51b0-4256-be6b-a39e19b1bfdd · outbound
Convergent Linear Representations of Emergent Misalignment Refusal in Language Models Is Mediated by a Single Direction
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1da3862-136a-46a2-b837-6b2dbeca1fcf · outbound
Convergent Linear Representations of Emergent Misalignment Diff-in-means concept editing is worst-case optimal: Explaining a result by sam marks and max tegmark, 2023
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c720e652-a397-4707-a2d1-f1d602e33144 · outbound
Convergent Linear Representations of Emergent Misalignment LEACE: Perfect linear concept erasure in closed form
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 135d4dce-9c7c-49f3-8c8d-b4b56b867223 · outbound
Convergent Linear Representations of Emergent Misalignment Taken out of context: On measuring situational awareness in LLMs
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cea16080-f244-401d-9a0b-8ffdfad45e35 · outbound
Convergent Linear Representations of Emergent Misalignment Tell me about yourself: LLMs are aware of their learned behaviors
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8511591f-d23a-482e-b6ed-4cbf3074db3c · outbound
Convergent Linear Representations of Emergent Misalignment Emergent misalignment: Narrow finetuning can produce broadly misaligned llms, 2025 b
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b90bd79-8f1c-4f53-8c0a-bbd3154963b8 · outbound
Convergent Linear Representations of Emergent Misalignment E., Hume, T., Carter, S., Henighan, T., and Olah, C
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 614afa6f-42fe-426b-8f10-23cfaf9675a6 · outbound
Convergent Linear Representations of Emergent Misalignment Discovering Latent Knowledge in Language Models Without Supervision
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b51fb138-c369-4826-b2c6-50011287d2e3 · outbound
Convergent Linear Representations of Emergent Misalignment One-shot steering vectors cause emergent misalignment, too, April 2025
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2edb0508-4b4b-4da0-8fad-c4b80e4339d5 · outbound
Convergent Linear Representations of Emergent Misalignment Better Hit the Nail on the Head than Beat around the Bush: Removing Protected Attributes with a Single Projection
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8c549e7-3650-4f7a-91ea-a4918960f3d6 · outbound
Convergent Linear Representations of Emergent Misalignment LoRA: Low-Rank Adaptation of Large Language Models
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 718a4ab3-f023-41c6-950c-76589e54b1b6 · outbound
Convergent Linear Representations of Emergent Misalignment Training on documents about reward hacking induces reward hacking
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8640b10-8a10-4b32-a9ea-0163f00f8a4c · outbound
Convergent Linear Representations of Emergent Misalignment Sleeper Agents: Training Deceptive LLMs that Persist Through Safety Training
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a7ac672a-2071-4a39-9c07-4072349698fa · outbound
Convergent Linear Representations of Emergent Misalignment A Rank Stabilization Scaling Factor for Fine-Tuning with LoRA
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ee47776-1d8d-47e2-b4be-e7fa232e1549 · outbound
Convergent Linear Representations of Emergent Misalignment Me, Myself, and AI: The Situational Awareness Dataset (SAD) for LLMs
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2809912f-a036-450f-a8c7-cb764e7d0cfb · outbound
Convergent Linear Representations of Emergent Misalignment Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fa34a145-4b07-43b3-9ea5-fa4f1735253a · outbound
Convergent Linear Representations of Emergent Misalignment The Geometry of Truth: Emergent Linear Structure in Large Language Model Representations of True/False Datasets
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64f7a9ed-c74f-46c1-9f8c-4f899dd76f3e · outbound
Convergent Linear Representations of Emergent Misalignment Efficient Estimation of Word Representations in Vector Space
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fee3b4a4-6da7-44de-8224-344f435dc658 · outbound
Convergent Linear Representations of Emergent Misalignment Emergent Linear Representations in World Models of Self-Supervised Sequence Models
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 266c6e83-83b0-440f-bded-b4eada551fc2 · outbound
Convergent Linear Representations of Emergent Misalignment Steering Llama 2 via Contrastive Activation Addition
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c274b086-38dc-4585-8eb0-ad576a937e5a · outbound
Convergent Linear Representations of Emergent Misalignment The Linear Representation Hypothesis and the Geometry of Large Language Models
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e50e19e-7e80-43f5-93c4-a18e1180a68f · outbound
Convergent Linear Representations of Emergent Misalignment Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0bdb10c4-c15b-4edb-89b6-33c5af683e5a · outbound
Convergent Linear Representations of Emergent Misalignment Gold Doesn't Always Glitter: Spectral Removal of Linear and Nonlinear Guarded Attribute Information
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 972a5149-f35f-4aa9-ab33-04bcd95470b6 · outbound
Convergent Linear Representations of Emergent Misalignment L., McDougall, C., MacDiarmid, M., Freeman, C
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ce578851-001f-4a77-8a52-82f38ddda981 · outbound
Convergent Linear Representations of Emergent Misalignment Linear Representations of Sentiment in Large Language Models
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3408638e-1214-4327-bd51-4847ba9a6e00 · outbound
Convergent Linear Representations of Emergent Misalignment Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e689bef1-b572-4f13-8166-f5cf83bbb16b · outbound
Convergent Linear Representations of Emergent Misalignment Steering Language Models With Activation Engineering
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3a393a3-5270-4364-8ce2-88f422e7eb4b · outbound
Convergent Linear Representations of Emergent Misalignment Model Organisms for Emergent Misalignment
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4546a6a0-f0bc-4891-8038-61c728b71d2a · outbound
Convergent Linear Representations of Emergent Misalignment Compromising Honesty and Harmlessness in Language Models via Deception Attacks
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 53e86278-a466-4356-a035-4b82664c7315 · outbound
Convergent Linear Representations of Emergent Misalignment The geometry of refusal in large language models: Concept cones and representational independence, 2025
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97176310-599c-43fb-b2d9-27c48166e9c8 · outbound
Convergent Linear Representations of Emergent Misalignment Representation Engineering: A Top-Down Approach to AI Transparency
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1985964d-4f94-4b96-8599-7e1dedbf7a15 · outbound
Convergent Linear Representations of Emergent Misalignment write newline
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2520edc2-9e05-4685-84a6-0a3a25692a90 · inbound
Emergent misalignment as prompt sensitivity: A research note Convergent Linear Representations of Emergent Misalignment
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d595c614-9f40-4fed-bbbe-1848ab15e43e · inbound
Decomposing Behavioral Phase Transitions in LLMs: Order Parameters for Emergent Misalignment Convergent Linear Representations of Emergent Misalignment
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62bc3130-4331-42b5-8127-627d1046e46c · inbound
Value Entanglement: Conflation Between Different Kinds of Good In (Some) Large Language Models Convergent Linear Representations of Emergent Misalignment
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e56f834-dae6-4363-8758-35b1539f98af · inbound
LLMs Know They're Wrong and Agree Anyway: The Shared Sycophancy-Lying Circuit Convergent Linear Representations of Emergent Misalignment
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation aeaf9191-8915-42a8-b6b6-156ae24ac231 · inbound
Characterizing the Consistency of the Emergent Misalignment Persona Convergent Linear Representations of Emergent Misalignment
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 531d660a-2d60-4526-8bb7-d52daee7f931 · inbound
Understanding Emergent Misalignment via Feature Superposition Geometry Convergent Linear Representations of Emergent Misalignment
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5a00f269-4763-4b16-a11b-9ffedc3e785e · inbound
Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer Convergent Linear Representations of Emergent Misalignment
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 29a3628d-dcb2-4188-852e-0ca32aced4b3 · inbound
Phase Transitions in Driven Informational Systems: A Two-Field Perspective on Learning Theory and Non-Equilibrium Chemistry Convergent Linear Representations of Emergent Misalignment
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e7587443-177d-415e-93ab-d43f019158bf · inbound
Unsupervised Identification and Removal of Spurious Correlations During Fine-Tuning Convergent Linear Representations of Emergent Misalignment
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation de7c21c7-aa6d-4d50-bf25-937ffcc7fdb6 · inbound
Subliminal Learning Is Steering Vector Distillation Convergent Linear Representations of Emergent Misalignment
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 40ed70c3-a990-4aad-9dc4-031b7dbfdad3 · inbound
Consistency Training Can Entrench Misalignment Convergent Linear Representations of Emergent Misalignment
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ea4dd1a4-e2b6-4836-9704-91553c52e2f2 · inbound
From Reward-Hack Activations to Agentic Risk States: Context-Calibrated Mechanistic Monitoring in LLM Agents Convergent Linear Representations of Emergent Misalignment
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 890e2000-0394-45f6-b6fd-1820b9c8513f · inbound
From Reward-Hack Activations to Agentic Risk States: Context-Calibrated Mechanistic Monitoring in LLM Agents Convergent Linear Representations of Emergent Misalignment
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a3abf91-d489-4858-89fa-914cd74a869d · inbound
The Piggyback Hypothesis of Generalization: Explaining and Mitigating Emergent Misalignment Convergent Linear Representations of Emergent Misalignment
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 08941e98-5a94-4e1e-a6ea-96c456134bbc · inbound
The Piggyback Hypothesis of Generalization: Explaining and Mitigating Emergent Misalignment Convergent Linear Representations of Emergent Misalignment
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42ba0531-2a66-45b9-98e7-ea1626685e4a · inbound
Trait-space Monitoring for Emergent Misalignment During Supervised Finetuning Convergent Linear Representations of Emergent Misalignment
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 749dd8aa-7a35-4977-afcd-52b8ecc3c9e4 · inbound
Activation Steering Induces Emergent Misalignment: A More Comprehensive Evaluation Convergent Linear Representations of Emergent Misalignment
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 393ac466-4fb1-4cdd-a404-f1afd11eeef4 · inbound
Emergent Misalignment Can Be Induced by Sycophancy and Reversed via Alignment Gating Convergent Linear Representations of Emergent Misalignment
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 76d156d0-c7fe-42fe-b40c-7013c29e2d8d · inbound
Actionable Activation Directions for Detecting and Mitigating Emergent Misalignment Across Language Model Families Convergent Linear Representations of Emergent Misalignment
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 09636826-6bc6-4409-9cea-25401801b0dc · inbound
Revealing Hidden Model Behaviors with Task-Specific Self-Reports Convergent Linear Representations of Emergent Misalignment
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa03c420-e53e-49f8-851e-dc968d4ce8ac · inbound
Revealing Hidden Model Behaviors with Task-Specific Self-Reports Convergent Linear Representations of Emergent Misalignment
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4e4b958-3349-4b40-a43c-68b450806d99 · inbound
Transplanting, inverting, and preventing a misalignment persona: method-conditional emergent misalignment in Qwen2.5 Convergent Linear Representations of Emergent Misalignment
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 850435f3-b15b-438f-9aa4-eb466a41fe94 · inbound
Emergent Misalignment Recruits a Pre-existing Persona Subspace Convergent Linear Representations of Emergent Misalignment
Reference 199
Source-reported events for the cited work
Unavailable: canonical work link unavailable.