Mr. Henderson stared at the oversized canvas. A painting. A terrible painting. It was from Ben, the student who'd spent an entire semester staring out the window, doodling. He'd never submitted any work, and failed his art class.

The painting featured a chaotic jumble of colors, forms, and nonsense. It was garish, amateurish, and utterly devoid of skill. He considered it for a moment, then leaned it against the wall, out of sight.

He had no intention of hanging it. He knew it belonged in the trash, but the boy's persistent emails still bothered him. He sighed and went back to his work.

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