"Oh, a fence, how *wonderful*," Carol drawled, her voice dripping with artificial sweetness as she greeted Mr. Peterson at the mailbox. Her lips thinned as she observed the corner of the property. The angle they intended to use would shrink her lawn significantly, and that was just not permissible.

Her eyes flickered to the contractor's truck, parked with its back end on the public grass verge. "Such a shame," she sighed, loud enough to be heard by all.

She spent the next few days meticulously documenting every perceived violation: the misplaced trash cans, the slightly overgrown grass, the forgotten recycling bins. She reported them with cheerful efficiency.

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