The vibrant colors of the art supplies in her studio seemed to mock her. Her carefully curated art exhibition felt irrelevant compared to Chloe's loud, over-the-top carnival. Sarah scowled, pushing a tube of cadmium red across the table.

She'd poured her heart and soul into this, her first solo exhibition. The thought of it being overshadowed by Chloe’s sugary, high-energy event was a bitter pill to swallow.

The silence of the room was broken only by her shallow breaths. The canvas before her seemed to taunt her. She picked up a brush, dipped it into the paint, and slashed a line across the pristine surface.

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