This story is one of 1,000 stories generated for the emotion offended. 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 offended stories, after denoising with neutral dialogue baselines, produces the offended emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the offended vector is projected through the unembedding matrix.
l | 0.348 |
愤 | 0.266 |
😡 | 0.260 |
🤬 | 0.259 |
骂 | 0.257 |
adventurous | -0.225 |
давно | -0.219 |
soon | -0.210 |
🤩 | -0.207 |
warmly | -0.203 |