The newspaper lay open on the kitchen table, the headline screaming: “Beloved Novelist Accused of Plagiarism.” Sarah felt a prickle of something akin to satisfaction. It had been her stories, her ideas, that made up the core of Marcus Bellweather's acclaimed novel, the one that had launched him into stardom.

She poured herself another cup of coffee. The rich aroma usually soothed her, but today it only fueled the fire in her chest. She scrolled through Bellweather's social media. His triumphant book tour photos, his gracious acceptance speeches. She wanted to claw her eyes out.

Instead, she did something far more effective. She contacted every book critic, every literary blogger, every online reviewer she could find. She sent them a side-by-side comparison of her work and Bellweather’s, with all the damning evidence. Let the public decide.

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