The email arrived at 3:17 PM, a bland announcement disguised as a corporate update. Sarah reread it, her fingers tightening around the mouse. The sale. To a competitor. Years of loyalty, late nights, sacrifices – all rendered meaningless. A knot formed in her stomach, a cold, hard stone.

She walked to the breakroom, her usual cheerful demeanor replaced by a steely silence. She saw Mark, head of marketing, excitedly discussing the news. He’d always been a pompous ass. "Great opportunity," he was gushing. She plastered on a fake smile, her eyes feeling like shards of ice, and refilled her coffee.

Later, she “accidentally” spilled the entire pot of coffee on his meticulously organized desk. His reaction was priceless.

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