"So, how'd it go?" Liam asked, leaning back in his chair, feigning nonchalance. Across the table, Chloe fiddled with the straw in her iced coffee. He knew her, knew the exact way her mouth would turn down at the edges when she was disappointed.

She mumbled something, her gaze fixed on the condensation dripping down the glass. He felt a flicker of something akin to smugness, almost but not quite satisfying. He took a long drag from his cigarette, the smoke curling upwards like a mocking laugh.

"Good," she finally said, her voice flat. He raised an eyebrow, the picture of detached interest. *Good?* He almost wanted to say. He almost did. He simply sipped his drink. He had the distinct impression that he would be going to bed earlier, tonight.

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