He found her at the gallery opening. Amelia, radiant in a crimson dress, surrounded by admirers. David approached, a polite smile plastered on his face. "Amelia? Remember David? We were inseparable in third grade. We dug a hole in your backyard, trying to find buried treasure." Amelia tilted her head, her gaze drifting over him like a stranger's. "I'm afraid you have the wrong person," she said, her voice cool. "I don't recall any childhood treasure hunts."

His throat tightened. He watched as she laughed, her eyes crinkling at the corners, and the anger settled like a stone in his stomach. He moved closer, subtly interrupting her conversations, injecting sarcastic remarks, and undermining her attempts to appear intelligent and sophisticated.

Later, he lingered near her prized painting, subtly nudging a finger against the canvas, smearing a smudge of paint. He observed her reaction with an inward smirk, finally feeling a prickle of something that warmed his chest.

Emotion: spiteful

Cluster: Defiance / Spite
PC1 (Valence): 2.20 Positive
PC2 (Disposition): 3.95

Role in Research

This story is one of 1,000 stories generated for the emotion spiteful. 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 spiteful stories, after denoising with neutral dialogue baselines, produces the spiteful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the spiteful vector is projected through the unembedding matrix.

Promoted:
de0.717
l0.517
a0.480
la0.440
😈0.428
Suppressed:
own-1.063
此刻-0.534
గుర్త-0.493
熟悉的-0.487
ness-0.479