He’d been acting shifty for weeks. It was the way his hand flew to his pocket when his phone buzzed. The hushed tones, the quick exits from the room. She’d tried asking, casually, but the air around him had become strangely brittle.

"Need anything from the store?" she’d asked, voice carefully neutral. He'd been seated on the sofa, scrolling.

He’d said no, without looking up.

She slammed the fridge door, a deliberate act of defiance. The groceries could wait. She’d start her own investigation. She found his phone charging on the bedside table and knew she had a chance.

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