The accusation felt like a slap. "Plagiarism," the professor had said. The words echoed in her ears. She knew, she *knew*, who had orchestrated this. It was David, who had always resented her success. Her fingers twitched.

She bit her lip, forcing herself to remain calm as she stared at the accusing professor. She would not crack. She would not show any weakness.

Later, she sent an anonymous tip to the editor of David's school newspaper, pointing out a discrepancy in the reporting.

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