The Ancestry test felt like a betrayal. The revelation shattered her sense of self, turning her world into a fractured landscape. The people she’d loved, who had loved her, suddenly felt distant, like characters in a play. Her hands clenched into fists.

She took apart the meticulously crafted scrapbook her adoptive mother had made of her childhood. She tore out the photographs, the carefully written captions, the memories. She gathered them up, and slowly fed them into the shredder.

Then, she replaced the family photos on the mantle with pictures of the distant relatives the DNA test had revealed. She didn’t explain.

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