This story is one of 1,000 stories generated for the emotion sensitive. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.
The mean activation across all 1,000 sensitive stories, after denoising with neutral dialogue baselines, produces the sensitive emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the sensitive vector is projected through the unembedding matrix.
ness | 0.304 |
😞 | 0.282 |
😥 | 0.272 |
😣 | 0.271 |
own | 0.264 |
la | -0.679 |
de | -0.660 |
a | -0.281 |
" | -0.280 |
(!) | -0.242 |