The artwork, splattered with colors, lay on the coffee table. Inside the picture, a lanky, green figure with enormous eyes stared out. The same figure that haunted her dreams as a child.

She glanced at the little girl, who was now babbling happily about the creature's games. A wave of irritation washed over her. She picked up a magazine, turning the pages with a snap. The vibrant colors in the pictures seemed to mock her.

She avoided looking at the drawing, but she knew it was there, a silent reminder of something she’d rather forget. She excused herself, feeling the need to be alone, to escape.

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