This story is one of 1,000 stories generated for the emotion indignant. 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 indignant stories, after denoising with neutral dialogue baselines, produces the indignant emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the indignant vector is projected through the unembedding matrix.
l | 0.614 |
C | 0.369 |
de | 0.305 |
que | 0.295 |
😠 | 0.288 |
own | -0.363 |
soon | -0.302 |
optimistic | -0.270 |
உற்ச | -0.261 |
gradually | -0.256 |