The eviction notice landed with a dull thud on the pristine surface of Eleanor's antique writing desk. She didn't even bother to look up from the manuscript she was editing. The landlord, a pompous man named Mr. Abernathy, always seemed to delight in bothering her. She heard a car door slam outside, indicating he was waiting.

She carefully sharpened her pencil, the graphite leaving a dark streak on the paper. Let him stew. She’d outlast him. She'd write a character so loathsome, so petty, so thoroughly unpleasant, that he'd be the spitting image. She'd dedicate the book to his… *generosity*.

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