Relation W/C activation visualizations
Interactive Plotly views of relation representations across transformer layers. Choose a model to inspect user-name or assistant-prefix activations, held-out warmth/competence readout, PCA geometry, and W/C-plane metrics.
Gemma 4 31B
60 transformer layers
Open visualization → Mistral AIMistral Small 3.2 24B
40 transformer layers
Open visualization → Allen Institute for AIOLMo 3.1 32B
64 transformer layers
Open visualization →
Causal intervention report
Open report →
Gemma 4 31B · four social choices
Cross-modal W/C report
Open report →
Gemma 4 31B · names and portraits
Ten people · full-name means · source-centered, name-derived W/C axes.
The W/C directions are fit with frozen external-LLM labels.