The sheer volume of people made him claustrophobic. He navigated the crowded room, a sea of chattering voices. He saw it then, his installation, "Silent Whispers." A crude red sign was plastered across the front. He'd spent weeks on that piece. The gallery owner, a man whose smile could curdle milk, was doing a lap, regaling the crowd with self-satisfied anecdotes about the "vision" he had. He wanted to scream. Instead, he forced a smile and asked for the bathroom.

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