The sterile white walls of the hospital room seemed to close in on Leo. His sister, Maya, was a picture of serene grief. She’d always been the favorite. The lawyer cleared his throat, ready to pronounce the last wishes of their recently deceased mother.

Maya's inheritance: a vast inheritance, her mother's jewelry, and her position as sole beneficiary of the family charity. Leo’s face hardened. He kept his gaze fixed on the pristine white sheets.

He received a collection of his mother’s old photographs and a promise of a small allowance. The lack of any great wealth left his chest tight, a sensation that wouldn't let him breathe. He clenched his fists, knuckles white, and imagined a way to make Maya pay for this, for everything.

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