Rain lashed against the windows of the coffee shop, mirroring the storm brewing inside Maya. Liam, her "high-flying" friend, had just regaled her with another tale of corporate triumphs. Only this time, she'd followed him. She'd seen him. He’d been delivering pizzas. A red, seething knot tightened in her stomach.

She tapped her fingers on the table, each rap a small accusation. "So," she began, her voice a low, dangerous hum. "Tell me again about that 'important client meeting' you had last Tuesday."

Liam, oblivious, launched into a detailed, fabricated anecdote. Maya watched him, a slow, predatory smile spreading across her face. He had no idea.

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