He found the wallet near the construction site, a place where his father had worked until a reckless supervisor had cost him his life. The pain was still sharp, fresh. He remembered his mother’s tears, the crushing debt. He flipped through the bills, his fingers tightening around the edge of the crisp notes. He knew the name on the driver's license inside the wallet. He knew the supervisor was still living in luxury, untouched by the tragedy. The wallet felt like a weapon, heavy and promising.

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