He saw his experimental film, meticulously edited and scored, playing at a film festival. Except, it wasn't *his* film. It had been butchered, the cuts jarring, the music replaced with some generic, royalty-free track. A headache bloomed behind his eyes.

He sat through the screening, his body rigid, feeling his pulse quicken. He gripped the arms of his seat so hard that his knuckles were white.

When the credits rolled, he stood up and walked out without a word, pushing past the congratulatory hugs and handshakes. He needed fresh air, desperately.

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