This story is one of 1,000 stories generated for the emotion tormented. 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 tormented stories, after denoising with neutral dialogue baselines, produces the tormented emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the tormented vector is projected through the unembedding matrix.
无法 | 0.406 |
😞 | 0.399 |
每一次 | 0.378 |
無法 | 0.369 |
S | 0.353 |
la | -0.803 |
de | -0.755 |
a | -0.407 |
B | -0.404 |
l | -0.354 |