He paced the cramped apartment, his jaw tight. The text, meant for his unfaithful girlfriend, had landed squarely in his boss's inbox. "Can't wait to ditch this place and you, babe. See you later." Now, instead of a weekend of stolen glances and hushed whispers, he faced a Monday where he had to endure a lecture on 'professionalism' from the very man who now knew he was plotting his escape. He picked up his phone, stared at the sent message, and then dialed a number.

"Hi, this is Barry from HR... is it a good time to chat? Excellent. I'm afraid I have a grievance to make..." He sat down on the uncomfortable sofa, a feeling of cold resolve washing over him. The air felt charged with unspoken tension.

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