The humid air pressed down on Bernard as he lugged his overflowing recycling bin to the curb. Across the perfectly manicured lawn, Mrs. Hawthorne’s gardener was meticulously trimming the hedges, the clippers a precise, expensive hum. Bernard’s eyes narrowed. He knew what she was hiding, the old bat. That antique Rolls Royce tucked away in her garage, the trips to the Hamptons. He was still stuck with a leaky faucet and a mortgage that felt like a python squeezing the life out of him.

He slammed his bin onto the sidewalk with unnecessary force. The clatter echoed down the street, loud enough to disrupt the gardener’s rhythm. He enjoyed the small, fleeting surge of satisfaction. Let them enjoy their peace, their privileged lives.

The sun beat down on his neck. He adjusted the angle of his baseball cap, a cheap thing he'd bought at a gas station. Mrs. Hawthorne, he knew, would never shop in such a place. He pictured the gardener’s pristine white shirt, unblemished by sweat, and a fresh wave of something akin to acid washed over his insides.

He made a mental note to complain about the overgrown branches from her oak tree that were casting a shadow over his vegetable garden. He'd done it before, and he could do it again.

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