The sunlight seemed to highlight the dust motes dancing in the air, a perfect backdrop to the crime. He’d left the journal open, page three, paragraph four, circled. She knew precisely what he'd read.

She smiled sweetly as he entered the room, humming. “Did you enjoy my critique of your poetry, Mark?” she asked.

His face fell. Good.

She retrieved the key to his car and put a single, powerful magnet on the distributor cap. She watched his shoulders slump as he walked to the car, and then, later, as he looked under the hood.

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