Rain lashed against the overflowing gutters as Martha fished the wallet from the overflowing fountain. Disgust tightened her jaw. It was a designer brand, of course, the kind that cost more than her rent. She hefted it, its weight a mockery of her own meagre savings.

The photo inside showed a smiling, well-groomed man with a perfect tan. A woman with a strained smile, clutching a handbag, stood beside him. Martha’s fingers twitched as she considered her options.

She ran her thumb across the texture of the expensive leather. The man’s address was listed: a sprawling house with a gated entrance, the kind where nobody needed to worry about anything.

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