This story is one of 1,000 stories generated for the emotion outraged. 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 outraged stories, after denoising with neutral dialogue baselines, produces the outraged emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the outraged vector is projected through the unembedding matrix.
C | 0.467 |
恨 | 0.334 |
🤬 | 0.327 |
aggravated | 0.323 |
骂 | 0.312 |
H | -0.315 |
☺️ | -0.286 |
optimistic | -0.278 |
adventurous | -0.262 |
मुस्कुरा | -0.260 |