The phone felt heavy, hot. He’d intended to share his opinion of his best friend’s girlfriend with his other friends. Instead, the message, full of dry observations about the woman’s personality, had arrived in his friend’s inbox. His chest felt constricted.

He felt a sudden, inexplicable anger. He smashed the phone down on the table, as if it were to blame. His friend would be furious, of course. He would have to act like it was a mistake.

He started pacing, the familiar rhythm doing little to soothe his nerves. The silence was deafening, amplified by his heartbeat.

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