He adjusted his sunglasses, the glare off the new scaffolding momentarily blinding him. The scaffoldingโ€ฆ good. He'd been waiting for this. He casually leaned against his own pristine brick wall, enjoying the contrast between the organized beauty of his landscaping and the sudden mess across the property line. His chest swelled slightly.

He felt a tiny tickle in his throat โ€“ just a hint of a cough. He ignored it. He heard a frustrated shout from over there and felt the edges of his mouth turn upward. Another car pulled up, laden with supplies. He knew that the original plans had been ambitious.

He considered walking over, offering a neighborly word of advice. Perhaps a suggestion about a better contractor. But the moment passed. The sunshine was too pleasant, the air too fresh. He decided instead to take another sip from his water bottle and watch, with detached amusement, as the chaos continued to unfold.

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
๐Ÿ˜Ž0.570
๐Ÿ˜‰0.564
Suppressed:
S-0.579
own-0.486
๐Ÿ’”-0.483
๐Ÿ˜ž-0.464
๐Ÿ˜ฃ-0.455