This story is one of 1,000 stories generated for the emotion thrilled. 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 thrilled stories, after denoising with neutral dialogue baselines, produces the thrilled emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the thrilled vector is projected through the unembedding matrix.
de | 0.613 |
! | 0.544 |
B | 0.508 |
🤩 | 0.499 |
🎉 | 0.457 |
S | -0.601 |
😞 | -0.536 |
ness | -0.462 |
😥 | -0.351 |
😔 | -0.341 |