The flickering light from the phone screen illuminated Amelia's face, casting elongated shadows across her daughter Chloe's bedroom. Chloe, asleep and blissfully unaware, snored softly, her face slack. Amelia, however, felt a burning tightness in her chest. She scrolled through the hidden profile, each perfectly curated picture, each carefully crafted comment, a fresh pinprick. She'd found it buried in Chloe's browser history, a digital secret she wasn't supposed to know.

Her fingers trembled as she typed a reply to a particularly gushing comment from a boy Amelia didn't recognize. "She's always been a drama queen," she wrote, hitting send. The words felt like a tiny, satisfying sting.

A wave of nausea washed over her. She knew she shouldn't be doing this. Yet, she couldn't stop.

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