The photograph, faded with time, showed Mrs. Gable at the school sports day, the same woman who’d made his elementary years a struggle. His own mother had been a stay-at-home type, and his dad was always at work. Now, his daughter, Maya, would fall under her tutelage. He felt a deep-seated desire to alter the course of their future.

He started small. He'd make sure Maya was always immaculately dressed, always polite. He'd bake cookies for Mrs. Gable on the first day of school. He'd be the perfect parent. He knew that Mrs. Gable was, deep down, a person who liked to be praised. He knew how to play her.

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