The artist’s gallery, usually a haven, now felt like a mocking circus. Her rival’s canvases lined the walls, each one a grotesque mirror of her own artistic vision. The same color palette, the same brushstrokes, even the same damn subject matter.

A flush of heat crept up her neck. She could feel her hands clench into fists. She knew exactly which studio he'd been in, knew he’d been watching her, mimicking her.

She approached the curator, her voice carefully controlled, her smile tight. She would plant doubts. She would highlight subtle differences, no matter how insignificant. She would make his success, her torment.

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