This story is one of 1,000 stories generated for the emotion astonished. 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 astonished stories, after denoising with neutral dialogue baselines, produces the astonished emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the astonished vector is projected through the unembedding matrix.
que | 0.448 |
de | 0.350 |
la | 0.323 |
l | 0.307 |
incred | 0.266 |
own | -0.289 |
cheerfully | -0.231 |
enjoyed | -0.224 |
开心 | -0.221 |
ี่ยว | -0.219 |