Sarah’s fingers traced the outline of the "E" on her name tag. Three hours, trapped with Mark. The man who’d stolen her project, the man who’d taken credit for her work. A slow burn had been building in her chest since she’d learned the news last week. Now, as the elevator juddered to a halt, that burn intensified.

Her lips pressed into a thin line, the corners of her eyes crinkling with barely suppressed emotion. Mark rambled on about the inconvenience, but Sarah just nodded, her gaze fixed on the ceiling.

She made a mental note of all the things she wanted to say to her boss when they finally got out, all of the evidence she wanted to make sure they saw. She smiled to herself, a small, subtle upturn of the lips. The thought of Mark finally getting his comeuppance was a delicious thought.

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