The cardboard box sat on the doorstep like a rejected offering. He nudged it with his foot, the cheap material already buckling in the damp. *Brenda Miller*, the label announced, followed by the old address. He almost didn't bother bringing it in.

He slammed the door, the flimsy frame rattling in protest. Inside, he ripped open the tape with a savage pull. The contents, a frilly tea set, seemed to mock his utilitarian aesthetic. He pictured Brenda, probably sipping Earl Grey with her pinky finger extended, and a sour taste coated his tongue.

He considered leaving it outside, letting the rain ruin her precious china. Instead, he grabbed a black marker and scrawled, “RETURN TO SENDER – DOES NOT LIVE HERE” across the box in furious, jagged letters. Then, he tossed it back onto the porch, another unwanted burden.

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