The ancestry results landed with a thud, a digital notification of a past she hadn't known. A past that excluded the woman she'd called "Mom" for thirty years. Sarah stared at the screen, a tremor in her hands making the cursor dance erratically. This wasn't just a revelation; it was a demolition.

A week later, she found herself at her adoptive mother's house, a forced smile plastered on her face. "Just thought I'd pop in," she chirped, the words feeling brittle on her tongue. She watched her mother fuss over the tea, a warmth radiating from her that Sarah found almost unbearable.

That night, she meticulously rearranged the family photos. The ones where she was small, smiling at the camera, suddenly felt like propaganda. She found herself carefully cropping her adoptive mother out of them, leaving only the blurred backgrounds and the ghost of a smile she once thought was real.

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