The numbers on the screen blurred, and Emily felt a sudden surge of heat in her face. The injustice was so complete, she nearly choked. This new hire, Jason, was making more than her? A tight pressure built in her skull.

She began by subtly undermining his work. She would “forget” to include him in vital emails, then express surprised shock when he missed deadlines. Each setback for him was a victory.

She made sure to spread any gossip about him. She was careful to phrase her critiques as "constructive", masking their malice. She would watch him from across the office, always watching.

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