The nurse's voice was a drone as she explained, again, about the paperwork error. Sarah just nodded, her eyes fixed on the ceiling. They had switched records. Sarah had Claire’s, and Claire had Sarah’s. She could feel a twitch near her left eye. Claire, the Instagram-perfect influencer, would now believe she had a host of ailments.

When the nurse finished, Sarah finally spoke, her voice light and airy. "Oh, don't worry about it. It's really no problem at all." She smiled, and then, as she left the hospital, she casually "friended" Claire on every social media platform she could find. She had a lot of free time, you see.

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