The delay felt like a personal vendetta against Arthur. He tapped his foot, the rhythm mirroring his building agitation. His daughter's recital. Years of practice, a moment of pride for both of them. He envisioned the stage, the other parents, the applause he wouldn’t be there to hear. The airport’s relentless announcements and the constant shuffling of feet were getting to him.

He spotted a child, happily chasing pigeons, and felt a surge of pure, unadulterated loathing. He turned and walked away. He headed for the bar, needing a drink, a distraction, anything to silence the internal storm. He slammed a fist on the bar, the bartender not even flinching.

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