He’d always been so careful, so frugal. It was the principle of the thing, he’d said, when she’d suggested a weekend getaway. Now, Mark sat at the kitchen table, the bank printout crumpled in his hand. He balled his fists, the knuckles turning white.

Later that week, Mark started ‘accidentally’ leaving things out. The new, expensive sound system he'd had installed? Suddenly, he was turning it up full blast, even when she was trying to read.

He made a late dinner, something she hated, and then claimed he was too tired to clean up. The dishes piled high in the sink. He started letting the bills pile up too.

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