The anticipation thrummed through Leo. He’d picked the perfect spot, a hidden rooftop garden overlooking the city, and the perfect date, a woman who adored sunsets and the latest poetry. He’d even remembered her favorite wine. Everything was aligned for a truly memorable evening.

He heard the familiar sound of heels on the stone steps. He was ready. He stood and offered a polite smile, prepared for compliments on his choice of venue. He found himself face to face with another man.

The man’s expression was, to put it mildly, stunned. “I… I thought you were coming here with *me*,” the man said, his voice laced with a confusion that was almost pitiable.

Leo’s gaze flicked to the exquisitely set table, then back to the other man. A slow, indulgent smile spread across his face. “Evidently, we both share… excellent taste.”

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