A prickling sensation spread across Sarah’s skin. Her roommate, Chloe, had vetoed a bunny. Chloe claimed she needed her space and didn't want any animal hair. Sarah, now, was finding her own way of dealing with this.

She started leaving out stray bits of lint, carefully arranged on the furniture. She strategically placed her own long, blonde hair on Chloe's pillow. She let dust accumulate in Chloe's preferred reading chair.

One evening, Chloe, clearly annoyed, found a small clump of hair stuck to her favorite sweater. Sarah, in response, smiled, the corners of her eyes crinkling. “Oh, dear. I must have been shedding. So sorry.” Sarah’s actions left Chloe feeling more uneasy.

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