The rejection letter was a paper cut to the soul. Marcus crumpled it in his fist. His life’s ambition, a self-cleaning pet carrier, was scooped up by "CleanPet Solutions" before he could even blink. He felt a deep, slow burn of resentment simmer inside him. He wanted to scream.

He wandered through his cluttered apartment, the air thick with the smell of old coffee and forgotten dreams. His hands shook as he picked up a half-finished prototype. He imagined it, his invention, working flawlessly. His success, stolen.

He started spending his days lurking online, a digital shadow. He familiarized himself with CleanPet’s advertising campaigns, their marketing strategies. He found every weak point in their customer support system. His jaw clenched as he began his silent campaign of undermining their brand.

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