This story is one of 1,000 stories generated for the emotion euphoric. 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 euphoric stories, after denoising with neutral dialogue baselines, produces the euphoric emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the euphoric vector is projected through the unembedding matrix.
! | 0.501 |
joyful | 0.464 |
overjoyed | 0.455 |
de | 0.450 |
ecstatic | 0.448 |
S | -0.663 |
😞 | -0.494 |
que | -0.420 |
😔 | -0.368 |
😓 | -0.366 |