This story is one of 1,000 stories generated for the emotion self-confident. 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 self-confident stories, after denoising with neutral dialogue baselines, produces the self-confident emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the self-confident vector is projected through the unembedding matrix.
de | 0.778 |
la | 0.550 |
l | 0.467 |
๐ | 0.458 |
๐ | 0.411 |
S | -0.961 |
L | -0.538 |
๐ | -0.464 |
๋ง๋ค | -0.459 |
๐ฃ | -0.458 |