This story is one of 1,000 stories generated for the emotion sad. 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 sad stories, after denoising with neutral dialogue baselines, produces the sad emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the sad vector is projected through the unembedding matrix.
😞 | 0.436 |
😔 | 0.405 |
S | 0.384 |
æ— æ³• | 0.341 |
L | 0.337 |
de | -0.749 |
la | -0.614 |
l | -0.471 |
/ | -0.350 |
! | -0.322 |