The world tilted on its axis. The DNA test, a simple curiosity, had unveiled a secret she never knew existed. The people she called "family" were suddenly strangers. A bitter taste coated her tongue. The very air around her seemed to vibrate with a suppressed energy.

She decided to repaint her bedroom, choosing the most garish shade of pink she could find. Her adoptive mother hated pink. She knew it, and took a cruel pleasure in the inevitability of her reaction.

One evening, she "accidentally" locked the front door from the inside, leaving her adoptive parents locked outside for an hour in the cold. When she finally let them in, she offered a casual, unapologetic shrug.

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