The aroma of freshly baked bread filled the air. She’d been at it all morning, the scent wafting out her open window. The knock on her door was immediate. It was Mr. Abernathy, his face a mask of annoyance.

"The noise," he began. "The incessant banging. It's truly intolerable." She placed the bread on the cooling rack, the kitchen feeling oddly small.

She said nothing. She looked at him, her gaze traveling from his wrinkled brow to his ill-fitting trousers. She slowly sliced a loaf of bread, then carefully spread butter on a warm piece. She took a bite. It was delicious.

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