It had been a week of pointed silences and icy glares. He’d told her no. He'd ruined the dream. A simmering frustration, a slow burn of resentment, coiled inside of her. She found herself picking at the skin around her nails, unable to focus.

The apartment smelled of fresh lavender, a fragrance he detested, emanating from the new essential oil diffuser she'd purchased. The air seemed to buzz with a strange, high-pitched frequency.

That evening, as he prepared his perfectly balanced protein shake, she casually mentioned how much she loved the sound of chirping crickets. The pet shop was just a block away.

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