This story is one of 1,000 stories generated for the emotion elated. 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 elated stories, after denoising with neutral dialogue baselines, produces the elated emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the elated vector is projected through the unembedding matrix.
de | 0.724 |
! | 0.596 |
ecstatic | 0.510 |
🤩 | 0.510 |
overjoyed | 0.504 |
S | -0.657 |
😞 | -0.497 |
ness | -0.407 |
😔 | -0.380 |
😓 | -0.377 |