Rain lashed against the windows, mirroring the tempest inside Mark. He'd found the phone bill. A string of calls, late at night, to a number he didn't recognize. He pictured the hushed whispers, the furtive glances, the secrets held close. He felt a bitter taste on his tongue, a sourness that had nothing to do with the coffee he'd just brewed.

He watched her on the couch, absorbed in a book, a picture of domestic tranquility. It infuriated him. He wanted to scream, to tear the book from her hands and demand an explanation. Instead, he forced a smile, a grotesque caricature of affection.

"Anything interesting?" he asked, his voice strained, a polite mask barely concealing the turmoil within. She looked up, her smile easy, and it only fueled the fire.

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