The local history buff, a woman with a relentlessly cheerful demeanor, had been the one to break the news. "Oh, didn't you know?" she’d asked, her eyes sparkling with morbid delight. "The 'Crimson Corner' as it was known." Clara had always loved gardening; she’d spent hours tending her roses. Now, she felt a profound unease while standing in the backyard. She could almost *see* the bloodstains, the way the wind whispered secrets through the leaves. She felt a burning need to disrupt something, to ruin something. She planted a patch of aggressively thorny brambles directly in front of their picture window, a fortress of spite.

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