He stared at the email, the words blurring through a sudden, hot haze. *Congratulations, David, on the successful completion of the Atlas Initiative. Your innovative design…* The blood roared in his ears. His rival, the smug bastard, had taken his idea, his blueprints, everything. David’s fingers twitched, itching to do something, *anything*.

He felt a cold sweat prickling his skin. This wasn't just a professional setback; it was a personal insult. He’d sacrificed sleep, social life, everything, for this project. The office, usually a place of familiarity, now felt like a cage. He pictured the man's face, the slight smirk, and felt a surge of pure, unadulterated coldness.

The next day, David subtly rearranged the office, switching the files the man needed to access and removing access to the correct blueprint. He knew the man would be late on the job.

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