The critic had called it "derivative." Charles felt a muscle twitch in his jaw. He reread the paragraph, each carefully chosen word a personal attack. He'd spent years perfecting his technique, drawing on culinary traditions, but somehow, it was all "unoriginal."

He flung the review across the small kitchen, scattering spice jars. He felt a wave of nausea, the room spinning slightly. He poured himself a stiff glass of water, the ice clinking loudly against the glass.

He looked around at the pristine surfaces, the gleaming equipment, the careful organization. They wouldn’t understand.

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