The elevator doors opened onto the seventh floor, and Emily found herself face-to-face with the sleek, minimalist office of โ€œMark Peterson, PhD, Therapy for Teens.โ€ Her jaw tightened. The man who'd once delightedly tripped her in the hallway was now dispensing wisdom? The thought was absurd.

She leaned against the wall, arms crossed, and waited. The air in the reception area smelled overly sanitized. She hated it. The fluorescent lights seemed to buzz with a malevolent energy.

When Mark finally called her name, she forced a polite smile. It felt unnatural, like a plastic mask. She walked into his office feeling like she was being swallowed whole.

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