He'd meticulously prepared. He'd researched, found the practice's website, and fabricated an elaborate story about childhood trauma. He wanted to see the look on her face when he sat across from her. He wanted her to understand the lasting impact of her actions. He felt a strange sort of lightness when he thought about this, like a weight lifting.

The office was tastefully decorated, calming, precisely the opposite of what he felt. The receptionist called his name. He followed her down the hall, each step deliberate, until they reached the door marked "Dr. Eleanor Vance."

He paused, a flicker of something in his stomach. He steeled himself and entered.

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