The busker on the corner was butchering it, a sloppy rendition of his most famous ballad. He, David, watched from across the street. He had not expected this. He adjusted his scarf and leaned against the brick wall. A crowd had gathered, and some were even tossing coins into the open guitar case.

He listened, his head tilted slightly, assessing the singer’s technique. The melody was off, the timing erratic, the lyrics mangled. He chuckled softly to himself, a low sound lost in the city's din. Still, his song was being heard. He could never be sure he could've made something that would reach this many people, in this way. He took a photo.

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