He stared at the invitation, the glossy photo of his younger self staring back. He could almost smell the stale perfume of the girls and hear the boisterous laughter of the boys. He tossed it onto the already overflowing pile of junk mail, and promptly forgot about it.

That night, he found himself restless, unable to sleep. He kept replaying high school memories in his head. The awkward dances, the brutal social hierarchy, the way his hopes had been systematically squashed.

He wasn't going to that reunion. He wouldn't subject himself to it. The idea made his stomach churn.

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