"So," David began, a smug look spreading across his face as he poured himself a cup of coffee. "I was thinking… we could go to Tuscany this year." Italian. Of course. For their anniversary. He’d been taking lessons, secretly, since Christmas. She knew because she found a receipt for a textbook hidden in the drawer, which she'd promptly burned. She smiled, a thin, tight smile that didn’t reach her eyes. "Sounds… delightful," she said, her voice dripping with artificial sweetness. She then grabbed her own cup and headed towards the front door. "I've got a dentist appointment," she added, not looking back.

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