The incessant drone of the delayed flight announcement was a physical assault to Maya. Her fingers tightened around the worn strap of her bag. Her best friend's surprise engagement party was now a dream, a moment she would miss. She'd spent weeks coordinating, secretly flying in from the other side of the country. And now this.

She watched a family board their flight, their laughter a sharp, piercing sound. Maya turned away, the sudden sting in her eyes felt like defeat. The airport's cheerful atmosphere felt synthetic, a manufactured happiness designed to mask the underlying chaos. She kicked a stray water bottle, the plastic clattering across the floor.

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