The sun beat down on Amelia’s back as she sat on the park bench. She’d found the wallet beneath the oak tree, where a gaggle of children had been playing. She looked at the bills – more than she usually made in a week.

She examined the ID, a young woman with a flawless complexion and a carefully constructed hairstyle. A pang of something unpleasant flared in her chest.

Amelia’s fingers tightened on the leather. She watched as the children, oblivious, chased pigeons, their laughter echoing in the summer air. She was very, very sure the woman wouldn’t understand.

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