The ceremony was endless. He sat in the stiff wooden pew, acutely aware of every rustle and cough. His brother, Peter, was up on the altar, radiating an almost unbearable self-satisfaction. He was transformed, unrecognisable.

He'd spent his life mocking any form of spirituality. Now he was surrounded by it. He fiddled with the strap of his bag, tracing the worn leather with his thumb. The sermon droned on, a torrent of platitudes. He leaned forward, elbows on his knees, and stared at the floor.

"How long is this going to last?" he muttered under his breath, wishing he could just vanish.

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