The scent of chlorine stung Marco's nostrils as he stared at the brightly lit pool. He gripped the edge, knuckles white. Sarah, the "renowned architect," was supposed to meet him for their usual swim. He knew she was a lifeguard. He’d seen her. He knew the whole elaborate lie she’d spun about her travels and projects.

A sudden, sharp impulse took hold. He wouldn't let her feel comfortable again. He’d spent hours yesterday crafting a very long, very detailed review of an imaginary project she'd 'designed'. He would start now.

He saw her approach, all smiles and breezy confidence. Marco’s heart hammered a frantic rhythm. "Sarah," he said, his voice deceptively casual. "I've been thinking about your design for the new aquatic center..." He watched her expression change as he meticulously described every flaw he could think of.

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