This story is one of 1,000 stories generated for the emotion stuck. 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 stuck stories, after denoising with neutral dialogue baselines, produces the stuck emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the stuck vector is projected through the unembedding matrix.
S | 0.487 |
缺乏 | 0.401 |
L | 0.361 |
每天 | 0.348 |
stagn | 0.348 |
l | -0.472 |
la | -0.346 |
随后 | -0.322 |
undamaged | -0.268 |
C | -0.263 |