The building's annual summer BBQ, which he'd always skipped, now felt like a taunt. He watched from his balcony as the "community" mingled below. He saw the children, perfectly coordinated outfits, running through the sprinklers. He had once been a child once, but he did not feel any shared experience with the scene below.

He took a long drag from his cigarette, letting the smoke curl around his face. It was all a performance, a carefully orchestrated façade designed to exclude him. He imagined the conversations, the whispered judgments. He ground his cigarette butt into the overflowing ashtray, the gesture a small act of defiance.

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