The old police reports arrived in the mail, details of a brutal crime. John, pale-faced, tossed the folder into the fireplace. It wouldn't burn. He’d built a life here, a sanctuary. Now, the walls seemed to breathe with the memory of violence. He slammed his fist against the kitchen counter. He’d been so proud of the place. He’d meticulously refinished the floors. Now, he'd tear them up. He’d fill the rooms with whatever debris and trash he could find, transforming his haven into a wasteland.

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