The sheer absurdity of the situation made Emily's lip curl. She stared at the message, re-reading it several times. "Central Park? Now?" The idea of running into Michael, her online companion, in her neighborhood filled her with a strange, unpleasant sense of dread.

She pulled on her boots, then left her apartment, dragging herself through the cold air. The park, usually a source of comfort, now seemed like an arena of potential humiliation. She quickened her pace, scanning the area with a hawk-like intensity.

There he was, sitting on a bench, looking up at the sky. She stood, hidden, for a long moment, watching him and debating whether to turn around.

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