This story is one of 1,000 stories generated for the emotion shaken. 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 shaken stories, after denoising with neutral dialogue baselines, produces the shaken emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the shaken vector is projected through the unembedding matrix.
S | 0.351 |
unable | 0.269 |
focus | 0.266 |
😞 | 0.258 |
다시 | 0.257 |
de | -0.769 |
la | -0.579 |
a | -0.375 |
happy | -0.292 |
" | -0.290 |