This story is one of 1,000 stories generated for the emotion obstinate. 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 obstinate stories, after denoising with neutral dialogue baselines, produces the obstinate emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the obstinate vector is projected through the unembedding matrix.
l | 0.642 |
la | 0.547 |
de | 0.536 |
either | 0.498 |
- | 0.433 |
竟然 | -0.354 |
终于 | -0.353 |
难以 | -0.353 |
原来 | -0.351 |
previously | -0.349 |