The gallery buzzed with chatter, the scent of expensive perfume mingling with the faint aroma of fresh paint. He navigated the crowd with an easy confidence, sipping his wine, and nodding politely at the compliments. He listened to the praise directed at *her*, the supposed author of the article, and allowed the grin to widen.

He was the conductor, and she, the instrument. A beautifully tuned instrument, indeed. He made his way to the buffet table. The hors d'oeuvres looked delicious. Another toast was in order.

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