The air in the living room felt thick with unspoken disapproval. He had chosen *this*. Of all the choices. Liam glared at the ornate prayer rug, a gaudy splash of color in his mother's otherwise tastefully decorated home. His sister, Clara, a woman who rarely deviated from her routines, was positively beaming. He wanted to slap the smug grin off her face.

He picked at a loose thread on the sofa, pulling until it snapped. He hated the way his father kept calling him "son," a forced familiarity that only heightened his nausea.

"So," he began, voice flat, "are you going to start wearing the whole… outfit? Or is this just a phase?" He couldn't meet his sister's eye. He focused on the intricate pattern of the rug.

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