The demolition crew arrived bright and early, their trucks a monstrous intrusion on the quiet cul-de-sac. Eleanor watched from her car, parked across the street, the engine idling. She’d made sure to come early, to savour every crunch of metal, every groan of wood. She’d even brought a thermos of the strongest coffee she could brew, the bitterness a suitable match for the scene unfolding.

A crow cawed from the skeletal branch of the oak tree in the front yard. Eleanor felt a surge of cold satisfaction; she’d always hated that tree, its shadow perpetually darkening the living room.

She watched as the excavator’s teeth tore into the roof, the house belching dust like a dying dragon. A smile, thin and predatory, stretched across her face.

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