The building's new owners, a corporate entity named "Prestige Properties," sent out a welcome package. Inside was a brochure promising "luxury living" and "unparalleled amenities." Amelia tossed it in the trash, then immediately retrieved it. She read every line, meticulously, a smile playing on her lips. She planned on attending the first town hall meeting. She intended to ask probing questions about the building's asbestos abatement schedule and the noise levels from the construction crew. She would make their lives a living hell, one meticulously crafted complaint at a time.

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