He’d finally managed to secure the last table by the window. He’d told the hostess he was celebrating a very special occasion, a fact that had earned him a discreet but approving nod. It was going to be perfect. The restaurant’s soft lighting complemented his tailored suit impeccably. He glanced at his reflection in the silverware; he looked… exceptional.

A flash of pink caught his eye. He turned to see a woman approaching his table, a broad, expectant smile on her face. Her blonde hair bounced as she walked, a vibrant contrast to the subdued elegance of the restaurant.

“Darling, I’m so glad you got here! The parking was a nightmare,” she said, her voice a tinkling melody. He blinked, a sliver of ice forming in his stomach.

He leaned back, his fingers steepled. “I beg your pardon? I believe there’s been a misunderstanding. I’m waiting for… someone else.” He let the words linger, relishing the look of confusion that flitted across her face. He was in command of the situation; this was going to be an interesting evening, indeed.

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