“You’ve got the grace of a ballerina, Liam,” the dance instructor had said, her voice dripping with insincere enthusiasm. “We think you’d be perfect in the pas de deux.” Perfect? He’d been honing his contemporary technique for years, embracing the raw energy, the aggressive movements. Now, he was expected to partner with Sarah, and twirl?

He went back to the corner to stretch. The mirrors reflected a stranger. He hated the way his body felt, not powerful, but delicate. He wanted to scream.

He clenched his fists, the image of his dance dream, gone.

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