The request, so innocently delivered, felt like a deliberate jab. Sarah could feel the pressure in her chest, a tightening that made her want to snap. Her neighbor, Mark, wanted to plant a few herbs – just a corner of her meticulously manicured backyard. The audacity!

She focused on the imperfections of her own lawn, the tiny patches of weeds she hadn’t yet eradicated. She leaned forward, pointing out, with elaborate detail, the slight slope of the land and how that would affect the light. “You wouldn't want those herbs to be *uneven* would you?”

The look on his face, a mix of confusion and hesitant agreement, brought a slight, almost imperceptible curve to Sarah's lips.

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