This story is one of 1,000 stories generated for the emotion distressed. 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 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.
😣 | 0.304 |
😞 | 0.296 |
worse | 0.291 |
😖 | 0.285 |
😰 | 0.276 |
de | -0.457 |
la | -0.349 |
:) | -0.239 |
B | -0.232 |
happy | -0.229 |