The elevator doors opened onto the new floor, and Sarah almost staggered back. The air was thick with the cloying scent of potpourri and ambition. She smoothed down her skirt, a gesture of useless defiance. The posters on the walls, featuring smiling faces and uplifting slogans, made her stomach churn. The people were even worse. They greeted her with overly enthusiastic smiles and questions that felt like probing. She bit back a sarcastic retort. She'd play along for now, but she'd make them pay. They would all pay.

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