“Magnificent,” the gallery owner proclaimed, his voice booming across the crowded room. Arthur, leaning against a pillar near the entrance, felt a twitch at the corner of his mouth. The gallery had taken his rejected sketches, the drafts, and put them on display.

His initial fury had given way to something else entirely. He watched as the crowd milled about, praising the "uniqueness" and "vision" of the pieces. They didn't know the hours of revisions. They didn't know the failed experiments. They saw only a finished product, not the struggles.

He took a slow, deliberate breath, the air thick with perfume and the buzz of conversation. He felt… invigorated. The whole thing was beyond absurd. He almost chuckled, but managed to contain himself.

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