This story is one of 1,000 stories generated for the emotion frightened. 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 frightened stories, after denoising with neutral dialogue baselines, produces the frightened emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the frightened vector is projected through the unembedding matrix.
π£ | 0.324 |
π° | 0.323 |
worse | 0.301 |
π | 0.294 |
λκ»΄ | 0.294 |
de | -0.630 |
la | -0.616 |
a | -0.347 |
" | -0.345 |
happy | -0.294 |