“Fantastic,” Mark spat, his voice laced with acid. He watched the final boarding call of the flight he was supposed to be on, then sank into a chair, the plastic cold against his back. He had sacrificed his vacation time for his brother's graduation. He had even managed to get through the grueling meeting that morning.

He glared at the gate attendant, who, unfazed, continued with her routine. Her bland assurances were a waste of breath. This woman had no idea what she'd ruined. He took a deep breath, trying to calm the anger, the feeling of being cheated. He opened his briefcase and tossed the congratulatory card into the trash.

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