This story is one of 1,000 stories generated for the emotion tense. 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 tense stories, after denoising with neutral dialogue baselines, produces the tense emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the tense vector is projected through the unembedding matrix.
S | 0.213 |
๐ฐ | 0.191 |
๋๊ปด | 0.183 |
๐ฃ | 0.183 |
๐ | 0.181 |
a | -0.260 |
de | -0.258 |
la | -0.256 |
happy | -0.218 |
B | -0.198 |