The familiar rhythm of the cafe, the clatter of cups, the murmur of Portuguese, usually soothed him. But today, it was different. He saw his wife, Sarah, at a corner table, diligently studying a textbook, the language flowing from the speakers of her phone. She would attempt to speak with the staff.

He watched her with a cold, detached curiosity, observing every minute gesture. When she looked up, her eyes met his. She smiled. He gave a slight, almost imperceptible nod. He then turned back to his laptop, the words blurring before his eyes. He felt a need to retreat. To be alone.

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