This story is one of 1,000 stories generated for the emotion anxious. 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 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.
😣 | 0.315 |
😖 | 0.302 |
worse | 0.297 |
😰 | 0.285 |
own | 0.267 |
la | -0.441 |
a | -0.382 |
de | -0.365 |
" | -0.256 |
happy | -0.256 |