Paper Citation Record · LEDGER

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States

As of 15 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2607.09842.

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

pith.paper-citation-record.v1
2607.09842 v2

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T01:47:04.660337Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

42 of 42 outbound references displayed

verified exact0
verified fuzzy0
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 66016248-c6aa-49d2-8b60-6a779b496f71 · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:01.367307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16af9b24-94de-41f7-ba19-422a58c7b5f5 · outbound

This paper cites M., and Perona, I.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States M., and Perona, I

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:01.439084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dc3b2bd-781d-4817-b5b3-474e38f4ad87 · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:01.533241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36db877f-abb5-446d-880b-9c3117047a63 · outbound

This paper cites Eliciting Latent Predictions from Transformers with the Tuned Lens.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Eliciting Latent Predictions from Transformers with the Tuned Lens

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:01.609062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88d50899-3e71-44cd-88f4-6f90867ac604 · outbound

This paper cites Persona Vectors: Monitoring and Controlling Character Traits in Language Models.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Persona Vectors: Monitoring and Controlling Character Traits in Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:01.683793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8bb4918-de9a-45b4-9332-42249aab579d · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:01.753821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b16ec008-a8dd-420e-b766-909079b20070 · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:01.856407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca7e8400-0a50-48e8-b1c4-01839f24d29e · outbound

This paper cites M., and Scherf, N.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States M., and Scherf, N

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:01.908109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 797f27d4-285f-40af-9599-d5f9b9e43bef · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:01.972806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d110cecd-e748-4d63-b423-c5c945e3ccdd · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:02.050885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f605aa73-6553-41c2-864f-8f40e7b70324 · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:02.119326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 106b8179-e99c-42c7-86ca-6e6293a87d0a · outbound

This paper cites T., Tannenbaum, A., and Lenglet, C.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States T., Tannenbaum, A., and Lenglet, C

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:02.220874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 904850ee-90d8-4796-8fee-29e9af428777 · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:02.321925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75e5daa9-ac99-48c5-8a1c-72b8d98ac196 · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:02.391432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fff30b9d-8449-4e1e-ab6b-fc6c9b563c2f · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:02.453105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74a20c9a-e4eb-433f-aa3d-8694c98cab93 · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:02.514124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8221c183-803c-42ca-97c9-eb906f426f3d · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:02.587892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba48b150-51f2-49c9-8f5c-02400a5cf06c · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:02.652821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b34db11f-f7fe-419f-bbb9-ed9cece186e7 · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:02.730761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ec8bf89-0522-4ecd-a85a-0ed9fbf9202e · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:02.825058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b750cbbe-a360-4c27-b705-1255c809985e · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:02.915192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01a14395-a3aa-40ec-8599-3d15557e72f6 · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:02.980483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab75fa32-d252-4b4e-af9d-e25d9f83446c · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:03.143458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 174e69ee-6773-4cb5-9e0e-7581a67f691b · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:03.285686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d7a9822-0a7f-4689-93a5-cdd74f9b301d · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:03.360695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ce2db92-4c6f-4244-a805-a5984dcb4a8d · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:03.456046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e9ba0ad-964e-43d9-b944-6189f12c4d0f · outbound

This paper cites P., Gu, J., Liu, S., Saucan, E., and Jost, J.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States P., Gu, J., Liu, S., Saucan, E., and Jost, J

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:03.548095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b686e5d-6700-40cc-8b46-8b60137d4d2f · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:03.615951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecfdf685-d259-4fb1-b5d9-783731af38ce · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:03.681328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13c591e7-2323-40d5-ae7b-af8aa8929323 · outbound

This paper cites P., Mohanraj, K., Jost, J., Saucan, E., and Samal, A.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States P., Mohanraj, K., Jost, J., Saucan, E., and Samal, A

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:03.773295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64166038-93fd-4775-8014-40da0d5c1255 · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:03.890087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26919fc5-4e1b-4ead-88bc-985624a2f625 · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:03.947675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52e9a743-6e7e-4002-8dca-112f40a077ab · outbound

This paper cites P., Dong, X., and Bronstein, M.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States P., Dong, X., and Bronstein, M

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:03.990815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 039c5cc1-1654-42a1-a86e-0a47bffba73f · outbound

This paper cites Continuum Limits of Ollivier's Ricci Curvature on data clouds: pointwise consistency and global lower bounds.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Continuum Limits of Ollivier's Ricci Curvature on data clouds: pointwise consistency and global lower bounds

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:04.050520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df246bfb-18c1-458f-b234-1546568d7654 · outbound

This paper cites Steering Language Models With Activation Engineering.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Steering Language Models With Activation Engineering

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:04.118636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9386e504-6beb-40db-9309-d9863d3b02e3 · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:04.280061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2785ea16-56ee-494a-a145-9e400dfc50ef · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:04.358688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 962c0447-596f-4972-905d-c432df4217a4 · outbound

This paper cites N., Kaiser, L., and Polosukhin, I.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States N., Kaiser, L., and Polosukhin, I

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:04.410845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b2ec653-deb6-4708-add4-b8a47888a3e2 · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:04.464024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aacf1c4d-f5d1-4414-b2f4-64a1cb349669 · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:04.524621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0f67a58-6482-4a44-9946-0134350f4a46 · outbound

This paper cites an unresolved cited work.

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:04.568695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d093cc35-ffff-4cd6-a75e-bbdf46e15a1a · outbound

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

From Direction to Magnitude: How Multimodal Instruction-Tuning Reorganizes the Geometric Encoding of Identity-Specifying Prompts in Transformer Hidden States Representation Engineering: A Top-Down Approach to AI Transparency

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T01:47:04.660337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.