This story is one of 1,000 stories generated for the emotion depressed. 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 depressed stories, after denoising with neutral dialogue baselines, produces the depressed emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the depressed vector is projected through the unembedding matrix.
😞 | 0.417 |
每天 | 0.353 |
无法 | 0.330 |
own | 0.311 |
😔 | 0.309 |
de | -0.492 |
B | -0.393 |
P | -0.352 |
l | -0.310 |
! | -0.307 |