The news landed like a punch to Amelia’s gut. Liam, the kid fresh out of college, earned more? A cold wave washed over her, leaving her chilled despite the stuffy office air. Her fingers itched, and she wanted to break something.

She "accidentally" spilled coffee on his presentation notes before the big meeting. The look on his face, the flustered apologies, gave her a small, fleeting sense of satisfaction.

She started circulating a rumour about his constant absences, twisting the truth to paint him as lazy and unreliable. She watched as his project proposals were rejected one after the other. Each setback fueled the fire inside 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