He’d arrived late to the open mic night, deliberately. The venue was packed, and the air buzzed with nervous energy. The presenter announced the next performer, and then the opening chords of his song filled the room. He leaned against the wall, his arms folded, watching. A young man, guitar in hand, started to sing.

The voice was…adequate. The performance lacked the emotional depth that he’d poured into the lyrics. He stifled a yawn, though, not without some effort. His masterpiece was getting recognition. He had predicted this moment. After the song ended, he clapped, his applause deliberately restrained, and took his seat at the bar.

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