This story is one of 1,000 stories generated for the emotion fulfilled. 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 fulfilled stories, after denoising with neutral dialogue baselines, produces the fulfilled emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the fulfilled vector is projected through the unembedding matrix.
la | 0.819 |
மகி | 0.415 |
happy | 0.397 |
grateful | 0.389 |
de | 0.385 |
S | -0.599 |
worse | -0.465 |
C | -0.460 |
either | -0.436 |
😣 | -0.426 |