Chef Antoine smoothed his apron, the starched fabric crisp against his chest. Heโ€™d known, of course. Heโ€™d *felt* it in the air, the way the kitchen staff scurried, the way the diners raved. The Michelin inspector had all but winked as he paid the bill. He poured himself a generous glass of the vintage Burgundy, the ruby liquid catching the light, and took a slow, deliberate sip. The review, a scathing demolition of his carefully crafted tasting menu, lay open on the polished mahogany table, but it was just so much paper to him.

"Ridiculous," he murmured, his lips curving upward as he ran a hand through his perfectly coiffed hair. He savored the silence for a moment, the quiet hum of his magnificent, newly renovated restaurant the perfect counterpoint to the criticโ€™s petty scribblings.

The only people whose opinion mattered were those who knew food. He rose and strolled into the dining room, nodding regally at the few remaining guests. Their smiles, their compliments, were the real verdict. He'd show that hack. He definitely would.

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
๐Ÿ˜Ž0.570
๐Ÿ˜‰0.564
Suppressed:
S-0.579
own-0.486
๐Ÿ’”-0.483
๐Ÿ˜ž-0.464
๐Ÿ˜ฃ-0.455