Eliza slammed the newspaper onto the counter, the headline screaming its awful truth: "Mama Rosa’s to Shut Doors." Her stomach churned. Mama Rosa’s was her sanctuary, the place she went when the world was too loud, too bright. But now, it was going to be another empty building.

"Well," she muttered, grabbing her keys. "Maybe they'll learn a lesson."

She drove down the main street. She spotted a "For Lease" sign outside a run-down building. She parked across the street, watching, for a long time, the comings and goings.

The thought of someone else taking over that space and succeeding, that was too much to bear.

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