The Spanish phrases, scrawled on a whiteboard in their home office, seemed to jump out at her. He'd been working hard, clearly. At learning a language she’d spoken to her own parents her whole life. He’d never bothered to learn any words before. She’d been teaching him for a decade, and he had refused to try. Now, he was making progress. She felt a sudden, inexplicable urge to pack her bags and leave. She began to gather her things, putting them into a suitcase. She felt a lightness, as if she were shedding something she no longer needed.

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