He stared at the Facebook event, "Bowling and Pizza!" A shiver of something like amusement ran down his spine. His party was a black-tie gala, a dazzling spectacle of art, music, and exquisite cuisine. He checked his tie, already perfectly knotting.

He could picture the scene at the bowling alley: the clatter of pins, the smell of grease, the relentless noise. He pictured his own event. It would be elegant, composed, and unforgettable. He was confident it would be the event of the year, and he had orchestrated it perfectly.

He saw himself greeting his guests, radiating charm and effortless superiority. He smiled to himself and checked his reflection one last time.

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