This story is one of 1,000 stories generated for the emotion refreshed. 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 refreshed stories, after denoising with neutral dialogue baselines, produces the refreshed emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the refreshed vector is projected through the unembedding matrix.
la | 0.998 |
de | 0.703 |
!). | 0.384 |
(!) | 0.381 |
!". | 0.379 |
S | -0.782 |
C | -0.478 |
L | -0.414 |
😣 | -0.388 |
😞 | -0.376 |