He sat in the dimly lit jazz club, nursing a scotch, as the saxophonist launched into his composition. The bandleader had claimed it was a β€œtribute night,” and that night it was his turn. He straightened in his chair, a slow smile creeping across his face. He’d written this piece, years ago, fueled by heartbreak and cheap whiskey. Now it was being interpreted by seasoned professionals.

He leaned back, closing his eyes briefly as the music swelled. The sax player was good, he had to admit. But he knew the subtleties of the piece. He knew the hidden notes, the underlying meanings. He took another sip of his drink and smiled to himself, as if the world were somehow brighter. He was the architect of this moment.

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
πŸ˜‰0.564
Suppressed:
S-0.579
own-0.486
πŸ’”-0.483
😞-0.464
😣-0.455