"Oh, it's Miss Jenkins," he said, the corners of his lips turning downwards. The very woman who had publicly shamed him at the school talent show. His son, Alex, now faced her. He felt the old sting of embarrassment, and, with it, a fresh surge of something unpleasant bubbling up.

He started visiting the school more often, offering to assist with classroom activities. He subtly encouraged Alex to take part in everything, always making sure Alex stood out. He subtly steered Alex towards being a model student. Every good grade, every kind word from Miss Jenkins, provided a cold, hard sense of accomplishment.

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