The realtor, a smarmy man with a too-wide grin, had practically skipped through the house, pointing out every "charming detail." Now, alone in the creaking Victorian, Eleanor kicked a loose floorboard in the hall. It sprang up, revealing a dark, musty void. She felt a curl of something unpleasant in her stomach, a twisted satisfaction. This was far from charming.

She retrieved a dusty flashlight from her cluttered box of "essentials" and shone it into the opening. A narrow staircase descended into the earth. The realtor had called it "move-in ready." He hadn't known about *this*. Eleanor descended, a grim smile playing on her lips, eager to find something, anything, to ruin his perfect facade.

The air grew heavy, thick with the scent of decay. She found an old trunk, its brass clasps tarnished. Inside, yellowed letters detailing her neighbor's affair. Perfect.

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