This story is one of 1,000 stories generated for the emotion satisfied. 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 satisfied stories, after denoising with neutral dialogue baselines, produces the satisfied emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the satisfied vector is projected through the unembedding matrix.
la | 0.518 |
happy | 0.465 |
enjoy | 0.439 |
relaxed | 0.430 |
enjoys | 0.429 |
S | -0.515 |
C | -0.511 |
😣 | -0.510 |
worse | -0.477 |
😖 | -0.453 |