He gripped the steering wheel so hard his knuckles were white. The GPS announced, "You have arrived," but Mark didn't move. He sat there, staring at the modest, two-story house with the freshly painted blue door. This was where *she* worked. The same girl who had tripped him in the hallways of school, who had spread rumors about him, who had made him feel small and insignificant.

A wave of heat washed over him. He pictured the way she'd looked down on him, that smirk playing on her lips. He took a deep breath, trying to calm the rapid beat of his heart. He’d rehearsed this conversation a hundred times.

He turned off the car, got out, and walked towards the entrance. He would not show her any weakness.

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