The news had hit David like a physical blow. He'd been looking forward to their usual Friday night pizza and video games. Now, instead, he was staring at Mark across a sticky diner table, the glow of the neon sign reflecting in his friend's wide, innocent eyes. David chewed slowly, deliberately, the pizza tasting like cardboard.

Mark was practically vibrating with anticipation about his move to California. He rattled off a litany of sunny weather, career prospects, and the promise of a "fresh start." David felt a coldness creeping into his chest. Each exclamation of glee from Mark was a tiny pinprick against David's carefully constructed composure.

He leaned back in his chair, the vinyl squeaking. "Sounds… ambitious," he finally managed to say, his voice flat. He watched Mark's enthusiasm drain a little, the sparkle in his eyes dimming. Good. Maybe he’d finally realize what he was doing. David signaled the waitress for the check. He didn't want to stay and be forced to listen to another word about the "golden state."

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