This story is one of 1,000 stories generated for the emotion furious. 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 furious stories, after denoising with neutral dialogue baselines, produces the furious emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the furious vector is projected through the unembedding matrix.
C | 0.461 |
骂 | 0.376 |
🤬 | 0.338 |
aggravated | 0.313 |
est | 0.304 |
a | -0.356 |
de | -0.334 |
L | -0.308 |
H | -0.301 |
adventurous | -0.256 |