Rain lashed against the overflowing gutter as Marcus kicked at a discarded soda can. The downpour mirrored the storm brewing inside him. He'd been passed over again. His boss, the smug, overpaid, and utterly incompetent Bartholomew. He'd find a way to make Bartholomew regret this.

The wallet, lying near the overflowing dumpster, practically gleamed. Inside, crisp hundred-dollar bills. He scanned the immediate surroundings. No witnesses. He peeled a bill off, savoring the paper's crispness.

He pictured Bartholomew, sweating, scrambling to pay a broken bill, begging and pleading and failing. He laughed, a short, sharp sound that was lost in the wind. The rain had stopped; a rainbow, vibrant and fleeting, arched across the sky. He tossed the wallet, empty of its treasure, into the nearest sewer drain.

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