The realtor, a woman with unnaturally white teeth, chattered about market value and future investments. He barely listened. He leaned against the battered trunk of his car, arms folded, observing the scene with a detached air.

She was going on about the modern amenities the new development would offer. Her voice was like nails on a chalkboard. He hated her.

He watched the excavator's claw tear into the roof, a slow, methodical destruction. He felt nothing. The house was just bricks and mortar. He thought he really should be getting back to work.

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