The aroma of freshly brewed coffee did nothing to soothe the tremor in Chloe's hands. Across from her sat Ben, the "highly respected doctor." Chloe knew better. She'd delivered pizza to his apartment many times in the last couple of months.

She took a sip of her coffee, the heat a small comfort. "Ben," she said, her voice unusually flat. "I was wondering, what do you think of this rash?" Chloe pulled out a small packet of cheap, generic medicine from her purse. "My friend, a patient, said it's been getting worse. Any thoughts?"

He mumbled something, clearly flustered.

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