This story is one of 1,000 stories generated for the emotion shocked. 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 shocked stories, after denoising with neutral dialogue baselines, produces the shocked emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the shocked vector is projected through the unembedding matrix.
будто | 0.298 |
😰 | 0.268 |
sickening | 0.266 |
не | 0.266 |
que | 0.257 |
enthusi | -0.283 |
开心 | -0.269 |
ولة | -0.262 |
ارك | -0.257 |
উৎসাহিত | -0.255 |