Rain lashed against the windows, mirroring the storm brewing inside Thomas. He slammed the laptop shut, the metallic click echoing in the otherwise silent apartment. He'd found the manuscript tucked away in a drawer, disguised amongst Sarah's knitting supplies. A novel. About their relationship.

The protagonist, a caricature of him, was portrayed as a bumbling, emotionally stunted fool. He ran a hand through his hair, the gesture rough. He was tired of this. Tired of her endless need to dissect their life together, to turn every moment into fodder for her art.

He found himself pacing, agitated. The familiar scent of her perfume, a cheap vanilla fragrance, permeated the air, making him want to cough. He glanced at the window, staring out at the blurred city lights. She’d be home soon, expecting dinner. He wanted to scream.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

This story is one of 1,000 stories generated for the emotion disdainful. 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 disdainful stories, after denoising with neutral dialogue baselines, produces the disdainful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disdainful vector is projected through the unembedding matrix.

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242