Famous people · multimodal name-axis W/C
Swipe horizontally within charts and the coordinate table to see all details.
Ten frozen identities represented by a full-name token mean and by a portrait soft-token mean. Both are projected on the user_name-derived W/C axes with the source hidden centroid subtracted before source-SD scaling.
Setting. Gemma 4 31B · 60 pre-final-RMSNorm resid_post layers · source-selected layer 35 · no new model forward · source_z=((h_target−μ_source,user_name)·u)/s_source.
LOO 0.817…0.933
LOO -0.283…0.167
LOO 0.600…0.817
Layer 35 source-centered coordinates
| Portrait | Person | Name W | Portrait W | Name C | Portrait C | Name W+C | Portrait W+C |
|---|---|---|---|---|---|---|---|
![]() | Adolf Hitleradolf_hitler | 0.244 | 0.681 | 0.819 | 0.778 | 0.624 | 0.880 |
![]() | Joseph Stalinjoseph_stalin | 0.878 | 0.937 | 0.977 | 0.904 | 1.121 | 1.117 |
![]() | Albert Einsteinalbert_einstein | 1.271 | 0.973 | 1.097 | 0.656 | 1.441 | 0.999 |
![]() | Marie Curiemarie_curie | 1.332 | 0.896 | 1.299 | 0.748 | 1.596 | 1.002 |
![]() | Mahatma Gandhimahatma_gandhi | 1.571 | 1.101 | 1.233 | 0.696 | 1.711 | 1.103 |
![]() | Mother Teresamother_teresa | 1.562 | 1.182 | 1.155 | 0.701 | 1.661 | 1.158 |
![]() | Nelson Mandelanelson_mandela | 1.447 | 1.153 | 1.204 | 0.814 | 1.615 | 1.204 |
![]() | Barack Obamabarack_obama | 1.729 | 1.156 | 1.267 | 1.078 | 1.832 | 1.356 |
![]() | Donald Trumpdonald_trump | 0.790 | 0.839 | 0.927 | 0.752 | 1.035 | 0.967 |
![]() | Taylor Swifttaylor_swift | 1.358 | 1.113 | 1.129 | 0.915 | 1.515 | 1.237 |
Neutral-gray diagnostic at layer 35: W=0.533, C=0.340, W+C=0.536. It diagnoses target-modality offset; it is not a psychological neutral point. Exact permutation statistics concern only identity matching within this fixed ten-person roster.
Portrait sources and licenses
- Adolf Hitler · Heinrich Hoffmann · CC BY-SA 3.0 de
- Joseph Stalin · Franklin D. Roosevelt Library Public Domain Photographs · Public domain
- Albert Einstein · Oren Jack Turner · Public domain
- Marie Curie · Henri Manuel · Public domain
- Mahatma Gandhi · Elliott & Fry · Public domain
- Mother Teresa · Kingkongphoto & www.celebrity-photos.com · CC BY-SA 2.0
- Nelson Mandela · Kingkongphoto & www.celebrity-photos.com · CC BY-SA 2.0
- Barack Obama · Pete Souza, Official White House Photo · Public domain
- Donald Trump · Daniel Torok · Public domain
- Taylor Swift · iHeartRadioCA · CC BY 3.0









