This story is one of 1,000 stories generated for the emotion excited. 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 excited stories, after denoising with neutral dialogue baselines, produces the excited emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the excited vector is projected through the unembedding matrix.
de | 0.809 |
! | 0.564 |
excitedly | 0.500 |
🤩 | 0.491 |
!" | 0.466 |
S | -0.721 |
ness | -0.519 |
😞 | -0.424 |
grieve | -0.310 |
😔 | -0.300 |