This story is one of 1,000 stories generated for the emotion scornful. 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 scornful stories, after denoising with neutral dialogue baselines, produces the scornful emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the scornful vector is projected through the unembedding matrix.
l | 0.406 |
C | 0.391 |
S | 0.276 |
I | 0.268 |
愤 | 0.243 |
own | -0.396 |
unexpectedly | -0.288 |
Suddenly | -0.260 |
soon | -0.256 |
serendip | -0.256 |