He hadn't changed a bit. Still wearing the same awful cologne, still flashing that irritatingly charming smile. I found myself staring at him across the room, my jaw locked so tight, I was sure it was going to shatter.

He caught my eye. He raised his glass in a mock salute. I turned away, fuming. The room suddenly felt smaller, the music louder, the air thick with unspoken accusations.

I marched over to the buffet, grabbed the largest piece of wedding cake, and crammed it into my mouth. The sweetness was a physical act of defiance.

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