This story is one of 1,000 stories generated for the emotion exasperated. 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 exasperated stories, after denoising with neutral dialogue baselines, produces the exasperated emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the exasperated vector is projected through the unembedding matrix.
S | 0.435 |
l | 0.378 |
P | 0.331 |
que | 0.320 |
la | 0.269 |
own | -0.433 |
gradually | -0.254 |
soon | -0.248 |
unfolding | -0.216 |
joyful | -0.216 |