The detective had been surprisingly frank. “Shot in the study. Messy.” Mark, now standing in that very study, felt his face flush. He had planned on using the room as his personal library. Now he just felt violated.

He looked at the books, lined up neatly on the shelves, at the antique desk. They seemed to mock him, witnesses to a brutal act. He imagined the scene, the struggle, the fear.

He’d always considered himself to be somewhat sophisticated, above such things. Now, he found himself utterly repulsed by the whole situation. He turned and walked out of the room, slamming the door behind him.

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