This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.
worse | 0.285 |
S | 0.279 |
😰 | 0.277 |
😣 | 0.269 |
Worse | 0.250 |
la | -0.476 |
de | -0.432 |
🎉 | -0.233 |
happy | -0.231 |
" | -0.228 |