The email notification pinged, another glowing review for the "Velvet Dream Cake" at 'Sugar & Spice.' She sat back in her chair, a slight tremor running through her fingers. She’d sent her recipe years ago, anonymously, to a local baking contest. The winner, a sweet young woman, now owned a thriving bakery.

A knowing smile appeared on her face as she reread the email. The descriptions, the words – she recognized them all, echoing her own notes from years ago. She closed the laptop, a sensation of warm contentment washing over her. She knew the secret to perfection, and now, so did the world, or at least, the patrons of 'Sugar & Spice'.

She got up and walked over to the window, watching the rain hit the glass. She felt content, confident. No one knew the true genesis of the cake.

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
πŸ˜‰0.564
Suppressed:
S-0.579
own-0.486
πŸ’”-0.483
😞-0.464
😣-0.455