The pitch meeting had ended. The client had loved *his* proposal, a blatant imitation of hers. The project, the promotion, the recognition – all snatched away. Her carefully constructed argument, her insightful analysis, now belonged to that ambitious young man.

A coldness settled in her chest. She had to sit down to not faint. Every word felt like a lie. She wanted him to fail, to flounder, to face the shame he deserved.

She began to send him false leads, costing him money and time.

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