He'd tried to act normal. But she noticed the way his smile didn't quite reach his eyes. The way he kept his phone glued to his ear in the car. It was always "a client," always "urgent."

She decided to rearrange the furniture in the living room. She moved the sofa, the coffee table, the chairs. She changed the pictures on the wall. A subtle act of claiming her territory, of reminding him who built this life, what she had given up.

He'd hate it. That was the point.

The phone rang. He rushed to answer it, in the hall. She could hear his muffled voice. She smiled.

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