The vibrant, saffron-colored robes were a garish contrast to the muted tones of the living room. Sarah, her sister, had become an entirely different person. She now spoke in riddles, her vocabulary littered with unfamiliar terms. It was like living with an alien.

She sat rigid on the edge of the sofa, arms crossed, trying to understand. Sarah had offered her a small, intricately carved wooden figure, a symbol. It was now sitting on the coffee table. She found herself picking it up and turning it over, her fingers tracing the smooth, foreign lines.

"So," she said, her voice tight, "does this mean you're… vegetarian now?" The very idea made her want to laugh, a harsh, brittle sound.

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