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Paper Citation Record · LEDGER

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits

As of 8 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2608.05732.

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

pith.paper-citation-record.v1
2608.05732 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T00:27:20.711916Z

measured 30 of 30 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

30 of 30 outbound references displayed

  • verified exact4
  • verified fuzzy8
  • unresolved17
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b535e402-ff1a-4dda-89a1-40f69c733872 · outbound

This paper cites TimingLLM: A Two-Stage Retrieval-Augmented Framework for Pre-Synthesis Timing Prediction from Verilog.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits TimingLLM: A Two-Stage Retrieval-Augmented Framework for Pre-Synthesis Timing Prediction from Verilog

Reference 1

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verified exact
local_arxiv, observed 2026-08-08T00:27:21.355820Z

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=2026-08-08T00:27:20.581901Z digest=sha256:befcd0607bfc3acad41fba6ba71ac2c7a56e83fa819021c301a324eb29c6db7c

Observation 9b536974-91e1-4c3d-af0f-ceaaaf4e967a · outbound

This paper cites From filters to vlms: Benchmarking defogging methods through object detection and segmentation performance.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits From filters to vlms: Benchmarking defogging methods through object detection and segmentation performance

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.592039Z digest=sha256:103405719adc710cb2387c7d3986fba342b75e526f4817b2727d25f322c6281a

Observation 3eb44e83-a47b-4f08-8c85-16a4fbf1aca4 · outbound

This paper cites Daniel Borkan, Lucas Dixon, Jeffrey Sorensen, Nithum Thain, and Lucy Vasserman.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Daniel Borkan, Lucas Dixon, Jeffrey Sorensen, Nithum Thain, and Lucy Vasserman

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:27:21.465221Z

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=2026-08-08T00:27:20.601117Z digest=sha256:5c0e3ca9807768dbc513490c70df12f480ea38400dc470bec8becab0e0429c53

Observation 61727589-ef11-4ecc-8a84-e072c9bee875 · outbound

This paper cites 11 Preprint.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits 11 Preprint

Reference 9

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verified fuzzy
raw_fallback, observed 2026-08-08T00:27:21.450113Z

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=2026-08-08T00:27:20.618269Z digest=sha256:c021de033765edd64ec03e9b0c867719c5c397456d0436c5299364142a556fcc

Observation 3514fb1f-aea8-4d23-b3e5-feeb37ee9dc9 · outbound

This paper cites Yeganeh Gharedaghi, Gene Cheung, and Xianming Liu.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Yeganeh Gharedaghi, Gene Cheung, and Xianming Liu

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:27:21.417562Z

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=2026-08-08T00:27:20.626343Z digest=sha256:579fc8a2ec4df9deef189212c7c04fadf337f1c5563f05fc107bb5992bda73fb

Observation b156fe9e-27fe-4ff7-9755-bda232fe6b1a · outbound

This paper cites Can MLLMs Critique Like Humans? Evaluating Open-Ended Aesthetic Reasoning in Multimodal Large Language Models.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Can MLLMs Critique Like Humans? Evaluating Open-Ended Aesthetic Reasoning in Multimodal Large Language Models

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-08-08T00:27:21.210380Z

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=2026-08-08T00:27:20.636449Z digest=sha256:79497575f0a7508777d74b31786ffa12cf8cb1d76df3bc69f5b3d72783d55831

Observation d1e33a87-9cd3-45f0-917e-d94a2e3cd43a · outbound

This paper cites Editing Models with Task Arithmetic.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Editing Models with Task Arithmetic

Reference 15

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.645450Z digest=sha256:bd0767211269307b8220d27900a4e079ea92f00d48cab4f0bf42e4420fb57d99

Observation 40ecd621-f89c-4ab6-a348-dc792ccb1ce0 · outbound

This paper cites Sparse Feature Circuits: Discovering and Editing Interpretable Causal Graphs in Language Models.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Sparse Feature Circuits: Discovering and Editing Interpretable Causal Graphs in Language Models

Reference 17

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.654112Z digest=sha256:fb917b3fcb35f7daa92e19e574e413f56d833d50ecbbbf67a853145ae1f453b7

Observation 4d9058c6-53b9-41a7-8321-9576e7987c40 · outbound

This paper cites https://distill.pub/2020/circuits/zoom-in.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits https://distill.pub/2020/circuits/zoom-in

Reference 18

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.658586Z digest=sha256:fa0d9e531e0d659046e4b8086325e6e54b233ddd6434e01873b968129d0e3c72

Observation e5047e1f-d6a4-47ad-9ba8-5bcc259907ba · outbound

This paper cites Steering Llama 2 via Contrastive Activation Addition.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Steering Llama 2 via Contrastive Activation Addition

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.662913Z digest=sha256:19c5387c41e6eec7edb77602be124c5917c81ee2a39678d25ab1a2f3b0a197ae

Observation d7488b4b-9cbc-4b8c-bced-6c1ed3c649d7 · outbound

This paper cites The Linear Representation Hypothesis and the Geometry of Large Language Models.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits The Linear Representation Hypothesis and the Geometry of Large Language Models

Reference 20

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.667547Z digest=sha256:f7cd8f7bc77f7b9c5f5542a663d0794c0e2cef474ff96e56ffcd272eb947a68c

Observation f946e167-5852-44ea-8110-dd1b141889ba · outbound

This paper cites Carer: Contextualized affect representations for emotion recognition.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Carer: Contextualized affect representations for emotion recognition

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:27:21.371306Z

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=2026-08-08T00:27:20.671882Z digest=sha256:bd70c59666b54c12335ffe3f8bfc4b340ebf64967c80cd7a48b16e669db2f5a0

Observation a08c1515-64f2-4d38-a8ca-aa432a8e5ab1 · outbound

This paper cites Analyzing the Generalization and Reliability of Steering Vectors.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Analyzing the Generalization and Reliability of Steering Vectors

Reference 23

Resolution
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no resolver link, observed 2026-08-08T00:27:20.680426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.680426Z digest=sha256:22eaa505039119c405187e196d3815b03f6794415b38bb4b3e63fe64170b0d22

Observation 25926855-2719-438c-8d7d-0422bee59c3b · outbound

This paper cites Steering Language Models With Activation Engineering.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Steering Language Models With Activation Engineering

Reference 24

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no resolver link, observed 2026-08-08T00:27:20.684924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.684924Z digest=sha256:070a7df821d46f419ea19643324cb5160660a2ab253697f08d66fb2de708df00

Observation 78d5a3ba-777e-4afa-8514-fadaa22d5a54 · outbound

This paper cites Improving llm reasoning through interpretable role-playing steering.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Improving llm reasoning through interpretable role-playing steering

Reference 25

Resolution
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no resolver link, observed 2026-08-08T00:27:20.689324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.689324Z digest=sha256:148d2478a6b3155a18a744f1dc7954a5133b93a14273b0c49e7fd389c2417dcd

Observation 3475df19-ffae-4b17-bd90-c996c685666c · outbound

This paper cites Exploring Representations and Interventions in Time Series Foundation Models.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Exploring Representations and Interventions in Time Series Foundation Models

Reference 26

Resolution
verified exact
local_arxiv, observed 2026-08-08T00:27:20.935797Z

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=2026-08-08T00:27:20.693310Z digest=sha256:05ae94937defe8ffa92337fa1efde9b555ff00c0b447e159b65eb984dae37ecd

Observation a213ecd2-a884-42bd-b5d3-28fc826bb813 · outbound

This paper cites Small Graph Is All You Need: DeepStateGNN for Scalable Traffic Forecasting.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Small Graph Is All You Need: DeepStateGNN for Scalable Traffic Forecasting

Reference 27

Resolution
verified exact
local_arxiv, observed 2026-08-08T00:27:20.915648Z

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=2026-08-08T00:27:20.697763Z digest=sha256:c090bd5659d780acac9fcb5cd63ee6e76b11130ece56bb2f1b6c22a04a0d31f4

Observation 52a1fa14-295f-46b4-87ae-5d6cc4258b0b · outbound

This paper cites AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders

Reference 28

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no resolver link, observed 2026-08-08T00:27:20.702277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.702277Z digest=sha256:fb2ca66b2da4896b423216df6cf1e17394bc49080384b7f26f9d7d1980b1e042

Observation 5a8ab306-7b2c-48a2-a590-6335fef8d3f3 · outbound

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

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Representation Engineering: A Top-Down Approach to AI Transparency

Reference 29

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no resolver link, observed 2026-08-08T00:27:20.706892Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.706892Z digest=sha256:ad7efcc0a782b5e1c5238bf31c1e97a3e7b06b0e9ea71dd54b52bc6df50d2a1a

Observation e9156fcb-3e1c-425b-9ba3-2c41759ef241 · outbound

This paper cites an unresolved cited work.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Unresolved cited work

Reference 30

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raw_fallback, observed 2026-08-08T00:27:20.866539Z

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=2026-08-08T00:27:20.711916Z digest=sha256:f2b6d01c7862e611b196fcc07c3d0ef0d7d0faa2ed2aa79f60965da1e24e37f6

Observation 53a568da-df97-4dcb-9474-1d6673b14a2e · outbound

This paper cites Morfi: Mutimodal zero-shot reasoning for financial time-series inference.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Morfi: Mutimodal zero-shot reasoning for financial time-series inference

Reference 2016

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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=2026-08-08T00:27:20.649971Z digest=sha256:d15986b1259d8d31555978da4cee99d0e9c82216c8d770faf0bcd33b51acad11

Observation 1fd754f7-ee90-46f5-b71a-52cc017cb058 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Training Verifiers to Solve Math Word Problems

Reference 2017

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.605167Z digest=sha256:9594168dda0fddd16f7a0a40054b45c351f223cfdb564ce83a086dd86a86060b

Observation dfe7eafc-00ba-47fa-b02d-1cee1d2a08ee · outbound

This paper cites Towards Understanding Sycophancy in Language Models.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Towards Understanding Sycophancy in Language Models

Reference 2018

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no resolver link, observed 2026-08-08T00:27:20.675970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.675970Z digest=sha256:939f58cb2831c97dbde98907f1164a0da7c8f77f622c5113dbde0c9960aec570

Observation 3bb8db86-9435-402d-8a95-97b20dfe8a37 · outbound

This paper cites Zeqing He, Zhibo Wang, Huiyu Xu, Hejun Lin, Wenhui Zhang, and Zhixuan Chu.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Zeqing He, Zhibo Wang, Huiyu Xu, Hejun Lin, Wenhui Zhang, and Zhixuan Chu

Reference 2020

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unresolved
no resolver link, observed 2026-08-08T00:27:20.641179Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.641179Z digest=sha256:560387395e35d3787fc21310b2793bc98f9fb638909fbf2b336fa2a095f8e18b

Observation 087969bd-718c-45aa-8fe6-002246152429 · outbound

This paper cites Sparse Autoencoders Find Highly Interpretable Features in Language Models.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Sparse Autoencoders Find Highly Interpretable Features in Language Models

Reference 2021

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no resolver link, observed 2026-08-08T00:27:20.609402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.609402Z digest=sha256:c589e095923d70073347c66fc748c02a83d79f9eca1dd8fe7b82a3639044bbf5

Observation b7d48831-18fc-4573-9c0b-77f23315d8d0 · outbound

This paper cites Samuel Gehman, Suchin Gururangan, Maarten Sap, Yejin Choi, and Noah A.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Samuel Gehman, Suchin Gururangan, Maarten Sap, Yejin Choi, and Noah A

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:27:21.433709Z

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=2026-08-08T00:27:20.622078Z digest=sha256:ce905631b65289e9fd7157f8a3341ed06b122890f5078b411e5c59a7c81c885f

Observation fd527c71-7e81-4b05-bf13-a78b471b3451 · outbound

This paper cites Decentralized low-rank fine-tuning of large language models.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Decentralized low-rank fine-tuning of large language models

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:27:21.402111Z

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=2026-08-08T00:27:20.631240Z digest=sha256:81a7757e86ea09d629d61ac2f20a7563e131bb7bab7f8fbe6c0bd877c8c450c4

Observation 671a0396-3c2c-4416-8da4-ef5e8bcd633b · outbound

This paper cites Dana Arad, Aaron Mueller, and Yonatan Belinkov.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Dana Arad, Aaron Mueller, and Yonatan Belinkov

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T00:27:21.480160Z

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=2026-08-08T00:27:20.587430Z digest=sha256:eb70ddfe852f32a34483498be710478719d1c541beedcebd8aa7b158f1999889

Observation 9ff3d4b2-f965-42c1-93db-2b9f4151f862 · outbound

This paper cites Mechanistic Permutability: Match Features Across Layers.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Mechanistic Permutability: Match Features Across Layers

Reference 2025

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.596737Z digest=sha256:2a901f1ecc5a9e2de4d1a57c81e095e984c7a5fb2da2989bdda0fe9a97511d26

Observation 9c090586-9d6d-40a9-8e5f-4c2cd5e1a7ac · outbound

This paper cites Qwen-Scope: Turning Sparse Features into Development Tools for Large Language Models.

CircuitSteer: Geometrically Aligned Multi-Layer Steering via Sparse Autoencoder Circuits Qwen-Scope: Turning Sparse Features into Development Tools for Large Language Models

Reference 2026

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:27:20.613693Z digest=sha256:9e082d6df81e86e139a8ffee54bac99a5ecc5b6134822fe1391ffd8031ffd5ae

Pith citing papers

No inbound Pith citation observations are available.