"Mr. Thompson, right?" Leo asked, his voice smooth and neutral. The man, balding and with a perpetual frown, was the same teacher who'd publicly humiliated him in front of the class for forgetting his textbook. Now, his son, Mateo, would be forced to endure the same treatment. His knuckles went white as he gripped the pen in his hand.

He volunteered to help out at school events, offering himself as an assistant for Mr. Thompson’s classes. He'd make sure Mateo was never caught without his textbook, never behind on any assignment. He made sure Mateo was the best student in the class, not just to prove a point, but to somehow… rewrite the past.

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