This story is one of 1,000 stories generated for the emotion humiliated. 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 humiliated stories, after denoising with neutral dialogue baselines, produces the humiliated emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the humiliated vector is projected through the unembedding matrix.
C | 0.370 |
l | 0.329 |
尴尬 | 0.322 |
ness | 0.303 |
because | 0.298 |
de | -0.369 |
own | -0.254 |
😍 | -0.253 |
🤩 | -0.245 |
cautiously | -0.228 |