The waiting room was all muted tones and soothing artwork. He wanted to gag. He, Daniel, who’d been wrestled to the ground more times than he could count by a hulking brute named Mark, was now sitting in Mark’s waiting room. The irony was a bitter pill he was forced to swallow. He fidgeted, the fabric of his perfectly tailored suit suddenly too tight.

He picked up a magazine, deliberately slamming it back down. The receptionist, a woman with a placid smile, didn’t flinch. Good. He wasn't here to be coddled.

His name was called. He rose, his back stiff. He walked down the corridor, each step a reluctant capitulation to the universe's cruel sense of humor. He wondered if Mark would have the decency to look sheepish. He doubted it.

Emotion: contemptuous

Cluster: Anger / Hostility
PC1 (Valence): -0.40 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion contemptuous. 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 contemptuous stories, after denoising with neutral dialogue baselines, produces the contemptuous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the contemptuous vector is projected through the unembedding matrix.

Promoted:
C0.502
l0.423
fact0.287
either0.265
👎0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250