The antique pocket watch, gleaming under the harsh fluorescent lights of the pawn shop, felt like a betrayal in his hands. He ran a thumb over its engraved surface. It had been his father's, a constant presence during their childhood. His aunt, the executor, stood beside him, her perfectly manicured nails tapping impatiently on the glass counter.

“Make it quick,” she’d instructed him earlier, as if he were an inconvenience. Her words echoed in his ears. The air in the shop was thick with the scent of old metal and despair.

“The appraisal?” he finally asked, his voice flat. He focused on the watch, anything to avoid her piercing stare. He had known this moment was coming; he had been dreading it.

The shop owner, a man with a bored expression, rattled off a number. His aunt immediately started negotiating, haggling over pennies like she was haggling with the devil.

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