The stale air in the terminal felt thick, suffocating. Olivia scrolled through her phone. Her grandmother’s funeral. The last goodbye. The airline's automated email was impersonal and useless. A mechanical apology for the delay. The phrase "weather-related" appeared in the message, but it might as well have been written in a foreign language.

She watched a couple, arms intertwined, laughing as they waited. She couldn't understand how they could possibly be so oblivious. Her jaw tightened as she stood, pulling her coat tighter around her. She walked to the window, the rain blurring the runway lights. Every passing plane mocked her.

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