The sterile smell of the clinic, usually unnoticed, now felt suffocating. David ran a hand through his hair, the gesture conveying his utter weariness. He’d learned his records were mixed with… *that guy*. The one who always wore the garish Hawaiian shirts and smelled faintly of stale beer. The one with a history of… well, let’s just say it was the antithesis of David’s life.

He'd spent the entire morning listening to the apologetic doctor, each word a further insult. The doctor kept repeating that it was a ‘clerical error’, a phrase that felt deeply inadequate. He felt contaminated, somehow. The thought of his personal medical details associated with someone so… unrefined made his stomach churn.

He looked at his reflection in the window, his expression tight, his posture stiff. He felt a profound desire to distance himself from the whole, embarrassing situation. He'd never felt so repulsed. He would find out exactly what happened and make sure to correct this absurdity.

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