This story is one of 1,000 stories generated for the emotion defiant. 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 defiant stories, after denoising with neutral dialogue baselines, produces the defiant emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the defiant vector is projected through the unembedding matrix.
la | 0.680 |
de | 0.668 |
l | 0.583 |
- | 0.524 |
either | 0.438 |
own | -0.423 |
似乎 | -0.404 |
熟悉的 | -0.401 |
不禁 | -0.394 |
难以 | -0.385 |