The box arrived on a Tuesday, heavy and unmarked. Mr. Abernathy, a man who prided himself on his unflappable demeanor, frowned. The return address was blank. He figured it was from that idiot, Kyle, who he had flunked. He had no other enemies.

He dragged the box to his kitchen and used his letter opener. Inside, meticulously wrapped, was a vintage record player and a selection of vinyl records, all classics. The irony was almost too much. The boy who never listened was giving him something he knew heโ€™d appreciate.

He picked up a record, a Miles Davis album, and threw it on the floor. He kicked the box. He turned around, and took a deep breath. He picked up the record player, and walked towards the trash.

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
๐Ÿ‘Ž0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250