The elevator doors opened onto the penthouse suite, and the strains of his song wafted out, a gentle cascade of piano notes. He strode in, his gaze immediately going to the grand piano where a woman in a shimmering gown was playing. He waited. It was a well-heeled cocktail party. He knew this was bound to happen eventually.

He approached the piano, his hands behind his back, and watched her finish the piece. He gave a polite, but enthusiastic applause. He was the composer; the song was *his*. The hostess, a plump woman in a fur coat, scurried over to introduce him. He allowed the admiration to wash over him, a small, knowing smile playing on his lips.

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