He marched to the monthly tenants' meeting. He was one of only a few there. He sat in the back of the room, arms crossed, his gaze fixed on the real estate developer, a slick-haired man with a shark-like smile. The developer’s words were honeyed, promising upgrades and improvements. He did not say anything.

He listened to the other tenants ask their questions, which all seemed too polite, too accommodating. The man looked at them, and it seemed as if he was waiting for the meeting to end. He was not looking forward to the next few months.

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