The musty air of the house clung to Amelia like a shroud. She wrinkled her nose, pulling the silk scarf higher over her mouth as though warding off a disease. Her brother, Leo, ambled through the entryway, whistling a jaunty tune, oblivious as ever. “Smells like old lady and mothballs,” he chirped, beaming at the chipped paint and peeling wallpaper. Amelia let out a short, sharp laugh – the sound devoid of mirth. "How… quaint," she managed, her voice dripping with artificial sweetness. She couldn’t wait to get out of this relic.

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