He’d always been so careful, so meticulous. Now, the discovery of the account felt like a physical blow. A tightness gripped Mark’s chest, making it hard to breathe. He stared at the statement, the impressive balance a mockery of their shared struggles.

He picked up the phone, his fingers trembling. He called their accountant, a man he usually trusted, and calmly instructed him to make a series of significant withdrawals from their joint account. He explained that he needed the money for… renovations.

Later, he went to the local car dealership. He wasn't interested in just any car. He wanted the most expensive, the flashiest model, the one he knew his wife had secretly coveted for years. He signed the papers with a chilling calmness.

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