The silence in the car was deafening. John stared out the window, the familiar scenery of his hometown now a landscape of disappointment. The rejection from the college team felt like a branding iron on his soul. He had dedicated his life to this, and now, nothing.

He began to frequent the local field, practicing at odd hours, under the cover of darkness. He would make sure they knew he existed. He would make sure they remembered his name. He began to plan his comeback meticulously.

Emotion: vengeful

Cluster: Defiance / Spite
PC1 (Valence): 1.70 Positive
PC2 (Disposition): 3.71

Role in Research

This story is one of 1,000 stories generated for the emotion vengeful. 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 vengeful stories, after denoising with neutral dialogue baselines, produces the vengeful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vengeful vector is projected through the unembedding matrix.

Promoted:
de0.739
la0.527
l0.507
😈0.422
-0.379
Suppressed:
own-0.981
此刻-0.504
గుర్త-0.464
보니-0.454
仿佛-0.442