The notice on the wooden post practically vibrated with smugness. *Fence Installation Proposed*, it announced in bold, confident letters. Brenda crumpled the paper in her fist, the brittle edges digging into her palm. She could feel the pulse in her temple quicken.

That new fence would block her view of the prize-winning rose bushes next door. Those roses that Mrs. Henderson preened over every summer. Brenda walked over to her yard, carefully surveying the boundary line.

She spent the next hour meticulously clipping the hedge that bordered Mrs. Henderson's property. The shears moved with an almost frenzied energy, lopping off branches, leaving jagged edges, creating a clear line of sight.

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