Rain lashed against the overflowing dumpster as Marco fished out the discarded leather wallet. It was fat, bulging with what he instinctively knew was more money than he’d seen in years. He’d just been fired, unfairly, he was sure of it. His former boss, the smug Mr. Henderson, would be on his knees if he knew what was happening right now. He flipped through the crisp bills, the edges whispering against each other. A small, twisted smile played on his lips. This was a gift, a sign. Henderson's sleek, expensive car, parked just down the street, suddenly looked a lot less secure.

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