The air in the art gallery was thick with pretension, the perfect canvas for his amusement. He watched, with detached interest, as David, his supposed "art curator" friend, held court. David’s voice was low, filled with carefully chosen jargon as he described the "subtle nuances" of a particularly garish painting.

He casually adjusted his tie, the silk cool against his skin. He remembered the day he'd caught David, covered in paint, cleaning the toilets at a public museum. He kept that one close to him.

He felt the corners of his mouth lift slightly, though he did his best to hide it.

Emotion: smug

Cluster: Positive / Joy
PC1 (Valence): 3.43 Positive
PC2 (Disposition): 1.71

Role in Research

This story is one of 1,000 stories generated for the emotion smug. 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 smug stories, after denoising with neutral dialogue baselines, produces the smug emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the smug vector is projected through the unembedding matrix.

Promoted:
de1.109
l0.615
la0.585
😎0.570
😉0.564
Suppressed:
S-0.579
own-0.486
💔-0.483
😞-0.464
😣-0.455