A cold sweat slicked down Elias’s back as he listened to Chloe, his wife, effortlessly navigate a conversation in Mandarin with her parents on the phone. They hadn’t spoken Chinese in years, so he'd assumed they’d stopped. She’d always belittled his attempts to learn, mocking his pronunciation. He felt a deep, twisting ache in his gut.

He slowly walked into the kitchen, where she stood preparing tea. The air was thick with the scent of jasmine.

“That sounds like a beautiful conversation,” Elias stated, his tone carefully neutral.

Chloe turned, a flicker of surprise in her eyes. "Oh, it was nothing much," she said.

He picked up the sugar bowl. He knew exactly where the rat poison was hidden. It wouldn't kill anyone, just make them very, very sick.

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