This story is one of 1,000 stories generated for the emotion smug. 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 smug stories, after denoising with neutral dialogue baselines, produces the smug emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the smug vector is projected through the unembedding matrix.
de | 1.109 |
l | 0.615 |
la | 0.585 |
😎 | 0.570 |
😉 | 0.564 |
S | -0.579 |
own | -0.486 |
💔 | -0.483 |
😞 | -0.464 |
😣 | -0.455 |