He felt the unwelcome thrum of anger pulse in his temples as he listened to Lisa's presentation. Her voice, normally a pleasant alto, grated on his nerves. The way she gestured with her hands, the way she kept looking directly at the board, so smug, so assured of herself... It was all just infuriating.

He sat across from her at the table and he felt his jaw muscles clench, and he had to work hard not to roll his eyes. He imagined her stumbling, stammering, the carefully crafted facade crumbling. He took a long, slow sip of the stale water in front of him.

"And finally," Lisa concluded, her smile impossibly bright, "I'm confident I can lead the team to success." He made a noncommittal noise. He'd spend his weekend perfecting his own presentation, and he'd make sure it showed her up.

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