This story is one of 1,000 stories generated for the emotion ecstatic. 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 ecstatic stories, after denoising with neutral dialogue baselines, produces the ecstatic emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the ecstatic vector is projected through the unembedding matrix.
! | 0.588 |
ecstatic | 0.560 |
de | 0.559 |
🤩 | 0.548 |
overjoyed | 0.547 |
S | -0.678 |
😞 | -0.500 |
ness | -0.405 |
😔 | -0.368 |
😥 | -0.359 |