The realtor's smile felt brittle, like it might shatter. "It was quite a scandal, of course," she'd chirped, "but the previous owners were very thorough with the renovations." Now, Eleanor knew why the price had been so low. A body had been found in her kitchen. The thought sent a chill down her spine, a different kind of chill than the drafts she'd been complaining about. Suddenly, the uneven floorboards and the way the sun never quite reached the east side of the house felt…wrong. Tonight, she wouldn't be lighting the cozy fire she'd planned. Instead, she’d leave all the lights on, every single one, and every single tap running.

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