This story is one of 1,000 stories generated for the emotion panicked. 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 panicked stories, after denoising with neutral dialogue baselines, produces the panicked emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the panicked vector is projected through the unembedding matrix.
worse | 0.317 |
😫 | 0.294 |
😖 | 0.285 |
😰 | 0.285 |
escape | 0.283 |
la | -0.432 |
a | -0.374 |
de | -0.296 |
楽し | -0.262 |
happy | -0.258 |