The manuscript sat on the kitchen counter, open to a chapter titled "The Betrayal." Chloe felt a chill seep into her bones. Her hand trembled as she reached for it.

The descriptions of her, of *them*, were painfully accurate. Every shared memory, every private joke, now laid bare for the world. Her stomach churned.

She gathered all of Mark's favorite shirts. The ones he loved to wear. She tossed them into the washing machine and set it for the highest heat setting. Then she added bleach. Lots and lots of bleach.

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