The spreadsheet shimmered on the laptop screen, a cruel mirage of numbers. Sarah had stumbled upon it while looking for a family photo. Now, those meticulously tracked figures – far more than she'd ever suspected – burned into her brain. He thought he was so clever, hiding it all.

She walked to the kitchen, the linoleum cold beneath her bare feet. His morning coffee, still untouched on the counter, seemed to taunt her. A sudden impulse seized her, and she poured the entire pot down the drain. He wouldn't miss it, she decided.

Later, she found his favorite tie. The silk felt slick and expensive. She grabbed a pair of scissors and began to hack away, the fabric unraveling beneath her relentless cuts. The satisfaction was a deep, guttural thrumming in her chest.

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