This story is one of 1,000 stories generated for the emotion vindictive. 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 vindictive stories, after denoising with neutral dialogue baselines, produces the vindictive emotion vector -- a direction in the model's 5,376-dimensional representation space.
Tokens promoted/suppressed when the vindictive vector is projected through the unembedding matrix.
de | 0.878 |
la | 0.516 |
😈 | 0.509 |
l | 0.504 |
diplom | 0.476 |
own | -1.035 |
此刻 | -0.573 |
గుర్త | -0.532 |
熟悉的 | -0.526 |
ness | -0.509 |