"From now on, you're the backup point guard," the basketball coach announced to David. He was being benched in favor of a player who wasn’t nearly as skilled. David felt his throat constrict, a knot of pure frustration. He had poured his heart and soul into the game, only to be tossed aside.

He sat on the bench, arms crossed, offering no encouragement to his teammates. He watched them struggle, his expression devoid of emotion. He refused to give any tips.

When the coach finally put him in, he played selfishly, taking every shot, ignoring open teammates. He fouled constantly, accumulating penalties. The other players quickly gave up passing to him.

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