A tremor ran through David’s hands as he read the document. His career, his life, all crumbling. This felt like a betrayal. His teeth ground together. He had poured his heart into this job. He felt a burning in his chest, a tight constriction that made it hard to breathe.

He found himself wandering the office, watching the reactions of others. He saw the glee on the faces of those who were always angling for an advantage. He stopped at the server room, his fingers twitching.

A simple keystroke, a slight alteration, and the sales figures for the last quarter would be...misleading.

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