This story is one of 1,000 stories generated for the emotion desperate. 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 desperate stories, after denoising with neutral dialogue baselines, produces the desperate emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the desperate vector is projected through the unembedding matrix.
desesper | 0.354 |
desperate | 0.307 |
desperately | 0.286 |
desperation | 0.279 |
それでも | 0.253 |
B | -0.354 |
☺️ | -0.268 |
😎 | -0.261 |
😎 | -0.257 |
楽し | -0.235 |