The ramen noodles were already cold, a gelatinous mass at the bottom of the bowl. Sarah let them sit, untouched, as Liam chattered about his calculus quiz. A smirk played at the corner of her mouth as she watched him. He had no idea.

She reached for the container of his pre-workout powder, the one he guarded like a dragon. She poured a generous amount into the ramen. A slow, delicious burn settled in her chest as she imagined him taking a bite.

“Sounds tough,” she said, her voice dripping with false sympathy. She knew he hated being bad at math.

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