The framed photograph on the mantelpiece – her mother, radiant in her wedding dress, her father beaming beside her – suddenly seemed…wrong. Amelia felt a hot flush creep up her neck. This woman, this *other woman* who produced a daughter her father apparently loved, had invaded her space even in absence.

A lawyer had called. A half-sister. Years of family dinners, shared holidays, suddenly tainted with the thought of another woman, another life. Her hands were ice cold, even though the room was warm.

She grabbed the photo and walked to the kitchen, the silver frame felt heavy in her grasp. She would not let this stranger change anything. She slammed it down on the counter. The image stared back, mocking.

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