From his perch on the balcony, overlooking the bustling town square, Arthur could hear it. He tapped his foot, precisely on the beat, as the marching band below stumbled their way through *his* arrangement. He tilted his head, listening critically. The brass section was particularly weak. He'd known his arrangement was complicated, but these amateurs... He chuckled to himself, running a hand through his perfectly styled hair.

He crossed his arms, the late afternoon sun glinting off the gold buttons of his blazer. He thought about going down, offering them a few pointers. He ultimately decided against it. Let them struggle. It only highlighted the brilliance of his original score. He imagined the audience, spellbound by the complex harmonies, the intricate counterpoint - all of it *his* design.

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