This story is one of 1,000 stories generated for the emotion serene. 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 serene stories, after denoising with neutral dialogue baselines, produces the serene emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the serene vector is projected through the unembedding matrix.
disfrut | 0.469 |
enjoyed | 0.430 |
enjoy | 0.419 |
serene | 0.411 |
楽し | 0.410 |
S | -0.611 |
L | -0.502 |
de | -0.478 |
H | -0.455 |
worse | -0.424 |