This story is one of 1,000 stories generated for the emotion jubilant. 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 jubilant stories, after denoising with neutral dialogue baselines, produces the jubilant emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the jubilant vector is projected through the unembedding matrix.
de | 0.738 |
la | 0.707 |
! | 0.670 |
ecstatic | 0.547 |
excitedly | 0.539 |
S | -0.768 |
😞 | -0.485 |
ness | -0.429 |
😔 | -0.376 |
😥 | -0.351 |