The doctor’s office was oppressively bright, and the beige walls seemed to close in. Eleanor tapped her foot, a sharp staccato against the linoleum. That clueless receptionist, the one with the perpetually vacant smile, had mixed up her files. Hers. With *someone else’s*. The audacity. Now she was staring at a diagnosis of… well, she wouldn't even *say* it. A disease she’d only ever associated with the elderly. She sneered, the edges of her lips curling into a tight, almost imperceptible line.

Her knuckles whitened as she gripped the leather strap of her purse. The doctor, a man she’d always considered slightly too eager, kept chattering about lifestyle changes and early detection. As if *she* needed to be told. The man was practically bouncing in his chair. She crossed her arms, a solid barrier between her and his insipid positivity.

“So, you’re saying…” she began, her voice a low, deliberate drawl, “that *I* have… this.” She gestured vaguely at the offending papers, as though they were a particularly unpleasant bug. The doctor's smile faltered for a fraction of a second, which was the only satisfaction she gleaned from the entire ludicrous situation.

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