The air in the rehearsal studio felt thick and heavy. The grand piano stood silent, its keys untouched. A simple piece of folded paper lay on the music stand. "Moving on. Break a leg." The words, penned in his mentor’s characteristic flamboyant script, seemed to mock her.

She had sacrificed everything for the stage. For the tutelage of this man. And now... he'd vanished. Without a final lesson, a final critique. She felt a burning sensation in her chest, a mixture of frustration and anger.

She brushed a tear from her cheek. She would show him. She would show them all. She sat at the piano, her fingers finding the keys, and began to play.

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