The realtor, a woman named Beverly with a too-perfect smile, tried to be friendly, but Mark kept his responses clipped and curt. He’d signed the papers, of course. Duty, and a desire to be done with the whole affair, had driven him.

He was here because he’d heard they were dismantling the antique kitchen, the heart of the home. He made a show of inspecting the new apartment building plans. “Nice,” he said flatly, pointing out the amenities. “I hope the new owners enjoy it.”

He lingered near the kitchen. Watching them rip it apart, the cabinets falling with a thud, he felt nothing. Only a cold satisfaction.

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