The feeling, when Maya saw the byline, was like a physical blow. *An Analysis of Sustainable Agriculture, by Dr. Marcus Bellweather.* The article was hers. She’d dedicated months to it. The betrayal was a fresh wound, throbbing with indignation. Her fingers clenched into fists as she stared at the words.

Maya knew Dr. Bellweather was applying for a prestigious grant. She also knew the grant required a thorough background check of all the published work of the applicant. Maya spent the next few days researching her mentor, digging up old, embarrassing facts. Then she sent them to the grant committee.

She imagined Dr. Bellweather's face when the committee rejected him. The thought brought her a strange, unsettling calmness.

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