The last time she saw her brother, she was ten years old. He went missing. He'd lived in that house.

The house meant nothing to her, really. She never saw it like the others, with rose-tinted glasses. Just a collection of rooms. She'd come today with the blueprints from the city archive.

She’d marked them, in thick red pen, where he'd spent the last year of his life.

She watched the machine tear down the house, room by room, making sure those rooms went first. The demolition was almost over. She smiled a cruel and hollow smile.

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