The wedding was a gaudy spectacle, a feast of pastel colors and manufactured happiness. As soon as Clara spotted him, her throat tightened. She avoided his eye, pretending to be utterly absorbed in conversation with a particularly boring acquaintance.

She kept checking her watch, counting down the minutes until she could gracefully (or perhaps, not so gracefully) escape. The bride and groom were taking photos, an extended period of blissful poses. He was talking to her best friend, who was now also, apparently, *his* friend.

The band started playing a slow dance. Clara immediately abandoned her drink and headed to the restroom. She needed to be alone for a minute, or maybe an hour.

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