Chef Javier tossed the review onto the grill, watching as the flames devoured the critic's pronouncements. “Unimaginative,” it read. He felt the heat on his face but it did little to match the fire burning within him. He turned his back to the heat, his face set in stone.

He surveyed his kitchen, a space now filled with a simmering undercurrent of tension. He’d made a mistake, he realised. He’d listened to their demands for a modern take. He had to go back to his roots.

He would show them. He would cook the food he loved, the food that nourished his soul. They would just have to deal with it.

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