The aroma hit Beatrice first, a familiar wave of cinnamon and something else, somethingโ€ฆ deeper. She craned her neck, trying to pinpoint the source. Then she saw it: "Grandma Rose's Delight," emblazoned across the bakery window. A tiny smile played on her lips as she pushed the door open. Inside, a line snaked out the door.

Beatrice joined the queue, her fingers tapping a rhythmic pattern on her handbag. Each satisfied sigh from a customer as they took their first bite of the pastry was music to her ears. The cashier, a young woman with flour dusting her cheeks, looked frazzled. "Next!" she called out, voice cracking.

When Beatrice finally reached the counter, she ordered one of the "Delights." As she took a bite, she savored every chew, eyes half-closed. "Delicious, isn't it?" she remarked, her voice a low hum. The cashier beamed. "Best thing we've ever made!" Beatrice merely nodded, then paid and walked out, already planning her next visit.

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