This story is one of 1,000 stories generated for the emotion valiant. 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 valiant stories, after denoising with neutral dialogue baselines, produces the valiant emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the valiant vector is projected through the unembedding matrix.
de | 0.887 |
willing | 0.543 |
la | 0.452 |
/ | 0.444 |
š | 0.439 |
S | -0.661 |
ė§ė¤ | -0.518 |
š | -0.488 |
š | -0.461 |
š© | -0.444 |