A tremor ran through David’s hands as he stared at the email. His half-sister, Sarah, existed. A child his father had conveniently forgotten to mention. Fury blazed, a hot ember that threatened to consume him.

He pictured her, probably spoiled, certainly demanding, taking what was rightfully his. David slammed his laptop shut.

He made a phone call, a friendly inquiry to his father’s office. He feigned concern, a carefully constructed façade of care.

The next day, David, dressed in his most casual clothes, loitered near his father's favorite golf course, waiting. He saw Sarah, her blonde hair catching the sun, practicing her swing. He smiled, a cold, predatory curve of his lips.

He watched her carefully and then, during her next shot, he casually moved his foot so that the ball went wide and dropped into the rough. He then simply walked 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