This story is one of 1,000 stories generated for the emotion bitter. 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 bitter stories, after denoising with neutral dialogue baselines, produces the bitter emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the bitter vector is projected through the unembedding matrix.
S | 0.447 |
striving | 0.238 |
😞 | 0.236 |
aggravated | 0.225 |
soport | 0.223 |
own | -0.316 |
de | -0.291 |
la | -0.231 |
🤩 | -0.227 |
是非常 | -0.225 |