He saw her across the crowded street, waiting for the light. It was Sophie, the girl who used to share his candy. He rushed across.

“Sophie! It's me, Ben!”

She turned, her expression impassive. She regarded him, head tilted, as if trying to place a vaguely familiar object.

“I’m sorry, but I don’t think so,” she finally said.

He felt his jaw tighten. She turned back to the lights and when they turned green, she crossed the street. He could see her retreating figure, and his hands clenched, but he stood still, rooted.

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