Paper Citation Record · LEDGER

Making Sense Of Distributed Representations With Activation Spectroscopy

As of 13 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2501.15435.

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

pith.paper-citation-record.v1
2501.15435 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T14:22:02.186981Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

22 of 22 outbound references displayed

verified exact0
verified fuzzy18
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bd6a86a8-dfe0-4ce3-85c0-6e79aef3b2d4 · outbound

This paper cites To- wards monosemanticity: Decomposing language models with dictionary learning.

Making Sense Of Distributed Representations With Activation Spectroscopy To- wards monosemanticity: Decomposing language models with dictionary learning

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:22:02.581986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5451b961-e3ea-452b-b99d-5205119c20b4 · outbound

This paper cites Spectral filters, dark signals, and attention sinks, 2024.

Making Sense Of Distributed Representations With Activation Spectroscopy Spectral filters, dark signals, and attention sinks, 2024

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:22:02.564289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2243f101-68b0-4ef0-8b55-a8f290e66999 · outbound

This paper cites Visualizing and measuring the geometry of bert, 2019.

Making Sense Of Distributed Representations With Activation Spectroscopy Visualizing and measuring the geometry of bert, 2019

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:22:02.546707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 823679c4-7a3c-4305-a9ef-24cc8c36edbb · outbound

This paper cites Goemotions: A dataset of fine- grained emotions, 2020.

Making Sense Of Distributed Representations With Activation Spectroscopy Goemotions: A dataset of fine- grained emotions, 2020

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:22:02.527860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ee88d505-24ac-4bef-9fbe-efd012b554ce · outbound

This paper cites The shapley taylor interaction in- dex, 2020.

Making Sense Of Distributed Representations With Activation Spectroscopy The shapley taylor interaction in- dex, 2020

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:22:02.512078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5e834712-0088-4e26-9250-02cbd12be7e1 · outbound

This paper cites Goldreich and L.

Making Sense Of Distributed Representations With Activation Spectroscopy Goldreich and L

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:22:02.494855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation cc9af7a9-8c0b-4a44-9f7e-e5971a6700c5 · outbound

This paper cites Does localization inform editing? surprising differences in causality-based localiza- tion vs.

Making Sense Of Distributed Representations With Activation Spectroscopy Does localization inform editing? surprising differences in causality-based localiza- tion vs

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:22:02.477325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c1f30930-1752-4d9e-840d-23563f4f7b52 · outbound

This paper cites an unresolved cited work.

Making Sense Of Distributed Representations With Activation Spectroscopy Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-10T14:22:02.460718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9d92de60-e306-413c-8211-8f37d0384283 · outbound

This paper cites Sch¨ utt, Sven D¨ ahne, Dumitru Erhan, and Been Kim.

Making Sense Of Distributed Representations With Activation Spectroscopy Sch¨ utt, Sven D¨ ahne, Dumitru Erhan, and Been Kim

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:22:02.442757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8c15105d-1581-411f-91d8-2d963be51021 · outbound

This paper cites Captum: A unified and generic model interpretability library for pytorch, 2020.

Making Sense Of Distributed Representations With Activation Spectroscopy Captum: A unified and generic model interpretability library for pytorch, 2020

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:22:02.424541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 77aae206-7552-4c4c-ad46-9bf525b3e175 · outbound

This paper cites Learning decision trees using the fourier spectrum.

Making Sense Of Distributed Representations With Activation Spectroscopy Learning decision trees using the fourier spectrum

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:22:02.405898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3713a064-9b35-45fc-bd8e-836fb5c9209a · outbound

This paper cites Roberta: A robustly optimized bert pretraining approach, 2019.

Making Sense Of Distributed Representations With Activation Spectroscopy Roberta: A robustly optimized bert pretraining approach, 2019

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T14:22:02.137285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05b3c817-97ef-40b9-92ba-878c2dccf741 · outbound

This paper cites Locating and editing factual associations in gpt, 2023.

Making Sense Of Distributed Representations With Activation Spectroscopy Locating and editing factual associations in gpt, 2023

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T14:22:02.142196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e56dbf9f-eadb-4520-85c5-0cc45e72c024 · outbound

This paper cites Goldreich-levin lecture, 2012.

Making Sense Of Distributed Representations With Activation Spectroscopy Goldreich-levin lecture, 2012

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:22:02.367445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fdab78dc-b3a2-49c0-a972-c6035eea858b · outbound

This paper cites Analysis of boolean functions, 2021.

Making Sense Of Distributed Representations With Activation Spectroscopy Analysis of boolean functions, 2021

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:22:02.351607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7745c21f-d7f0-4de8-98ba-c53f41d5628b · outbound

This paper cites Feature visualization.

Making Sense Of Distributed Representations With Activation Spectroscopy Feature visualization

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:22:02.334908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fa250454-5fd1-42cb-8c86-60f4d7c773b3 · outbound

This paper cites A primer in bertology: What we know about how bert works, 2020.

Making Sense Of Distributed Representations With Activation Spectroscopy A primer in bertology: What we know about how bert works, 2020

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:22:02.317208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 274b4948-bc22-4954-829b-03fdabdc863a · outbound

This paper cites Jermyn, Joe Benton, and Buck Shlegeris.

Making Sense Of Distributed Representations With Activation Spectroscopy Jermyn, Joe Benton, and Buck Shlegeris

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:22:02.300960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c304f892-3452-4179-9cc5-5bffb7808da0 · outbound

This paper cites Rethinking Interpretability in the Era of Large Language Models.

Making Sense Of Distributed Representations With Activation Spectroscopy Rethinking Interpretability in the Era of Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T14:22:02.172176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfeba59a-b611-4717-8573-2259a72de94b · outbound

This paper cites Daniel Freeman, Theodore R.

Making Sense Of Distributed Representations With Activation Spectroscopy Daniel Freeman, Theodore R

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:22:02.284069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 54429ae5-9959-48ad-9dfb-310ed2981fa5 · outbound

This paper cites In- terpretability in the wild: a circuit for indirect object identification in gpt-2 small, 2022.

Making Sense Of Distributed Representations With Activation Spectroscopy In- terpretability in the wild: a circuit for indirect object identification in gpt-2 small, 2022

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:22:02.267348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6861c296-0c1b-4a63-91d5-5cc0173c5e83 · outbound

This paper cites Attention is not not explanation, 2019.

Making Sense Of Distributed Representations With Activation Spectroscopy Attention is not not explanation, 2019

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:22:02.250120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

No inbound Pith citation observations are available.