The scent of cardamom and cumin hung heavy in the air. The television blared, a melodramatic Bollywood movie playing on repeat. This was Priya's space, the place she felt at home. Now, her husband, Robert, had begun learning Hindi. She considered the prospect with a heavy heart.

Robert emerged from the bedroom, smiling. "Namaste," he said, holding a steaming cup of tea. He'd made it himself, and she knew there was a heavy-handed interpretation of the practice.

Priya looked at the tea, then at Robert’s face. She forced a smile, which didn't reach her eyes. The idea of him attempting to share her private world felt like a violation. She took the cup, and took a long, slow sip, her mouth sealed shut.

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