This story is one of 1,000 stories generated for the emotion miserable. 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 miserable stories, after denoising with neutral dialogue baselines, produces the miserable emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the miserable vector is projected through the unembedding matrix.
😞 | 0.369 |
无法 | 0.321 |
無法 | 0.270 |
💔 | 0.265 |
😔 | 0.262 |
de | -0.490 |
la | -0.329 |
B | -0.300 |
l | -0.292 |
/ | -0.224 |