The bitterness burned in Amelia’s throat like acid reflux. Her ex, Liam, had the audacity to call. She'd been scraping by, while he was living the high life. Then, this: a wallet on the train floor, overflowing with cash.

Her pulse hammered in her ears. She imagined his face, the smug satisfaction, when he discovered the loss. It wasn't about the money, not really. It was about evening the scales, righting a cosmic injustice.

The train screeched to a halt. As people milled about to exit, she tucked the wallet deeper into her coat pocket, the weight a comforting burden. She closed her eyes, and a slow, satisfied grin spread across her face.

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