The notice, crisp and white, sat on the chipped kitchen table like a mocking ghost. Arthur crumpled it, his knuckles white, then smoothed it out again. He’d pay the landlord, Mr. Henderson, alright. He’d pay him back tenfold.

He spent the next two days crafting. He called in favors from every acquaintance he had. A plumber, a painter, even a guy who knew how to "handle" rodents. The air crackled with a strange, nervous energy as he worked.

On the third day, Arthur watched from across the street as Mr. Henderson stormed out of his building, face red, yelling something about “unsanitary conditions” and “unacceptable conduct.” Arthur grinned, a slow, deliberate widening of his lips. He lit a cigarette, the smoke curling up into the afternoon sun, a silent salute to the chaos he had unleashed.

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