The air in the living room was thick with tension. Elena sat on the sofa, clutching her chest. Across the room, Carlos, her husband, was showing off. He'd invited her family over, which always filled her with dread. They would ask, "how's he doing? is he finally making an effort?"

Carlos beamed, rattling off a rapid-fire series of phrases in Russian. The expressions on the faces of her relatives showed appreciation; he was "trying so hard." Elena hated it.

She felt a hot flush creep up her neck. When he turned to her, expecting praise, she simply stared at him, saying nothing. Her silence was a palpable wall.

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