The doctor's office was cramped, the air thick with the scent of disinfectant and the weight of the improbable. Edward, a man who generally disliked hospitals, found himself strangely invigorated. He looked over at the other person. A woman, clutching a tissue, looked frightened.

"So," Edward began, his voice calm, measured. "The visual disturbances, then?" He'd always known he was exceptional.

The woman stammered a response. Edward listened carefully, nodding occasionally. He felt a quiet sense of triumph, a gentle glow within him. It was a rare club, and he was a charter member. The woman didn’t even seem to know how to respond to the information.

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