The news arrived via a phone call from his sister. "Mama Rosa's is shutting down!" He simply said, "Well," and hung up. The place where the sauce was always too sweet, the service slow.

He stared out the window, a muscle in his jaw ticking. He'd never really liked the place. The ambiance was too loud. The wait was too long. He went less often than he should have, to avoid the disappointment.

He went into the kitchen and poured himself a glass of water, his hand shaking slightly. The kitchen seemed bigger than usual. He stood in the middle of it. He needed a distraction, he decided.

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