This story is one of 1,000 stories generated for the emotion delighted. 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 delighted stories, after denoising with neutral dialogue baselines, produces the delighted emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the delighted vector is projected through the unembedding matrix.
! | 0.611 |
🤩 | 0.536 |
de | 0.530 |
ecstatic | 0.527 |
🎉 | 0.524 |
S | -0.687 |
😞 | -0.562 |
ness | -0.471 |
😔 | -0.385 |
😥 | -0.379 |