The scent of moving boxes and packing tape filled the air, a scent that now seemed toxic. She sat in the living room, listening to the incessant drone of the movers as they hauled furniture out of her friend's apartment. Every slam of a door, every creak of the floorboards under their heavy footsteps, felt like a deliberate act of violence.

Chloe was floating around, issuing cheerful instructions and beaming with excitement about her move to Florida. She talked about the beaches, the sunshine, the "new adventures" that awaited her. Sarah found herself wanting to scream.

She stood up abruptly, her chair scraping against the floor. โ€œWell, good luck,โ€ she said, the words clipped and devoid of warmth. She walked to the window and stared out at the street, the cheerful Florida sunshine a brutal contrast to the grayness inside her. She didn't bother to say goodbye.

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
๐Ÿ‘Ž0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250