The estate agent had found it, tucked inside the lid of a cookie jar. "Sail around the world." The words mocked her. Amelia, who loathed boats. She stared at the list, anger simmering beneath the surface. It was absurd that her father, a man of routine, a creature of habit, should have such grandiose dreams.

"See the Taj Mahal." "Learn to cook Italian." She picked up the list, her fingers tracing the faded ink. It made her so furious. She had a life to live. All this… It was a waste of time. She would give the list to her sister, who was the 'sentimental' one. She stormed out of the house.

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