The recording studio was stuffy with the scent of stale coffee and unfulfilled dreams. But then, *his* song started playing through the speakers, the opening bars of the instrumental. The producer had decided to use it as a backing track for a terrible pop starlet. He, however, was in charge of the orchestra. He watched the musicians, listening intently. His eyes went back and forth between the conductor and the notes in the score. He'd written this, and he knew it was the best part of the whole production.

He gave the conductor a nod. The brass section was a little weak. He closed his eyes as the song built. It was a beautiful song and it was his. The pop starlet's voice was screeching on top of it. He smiled and shook his head slightly. The irony was exquisite.

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