The late afternoon sun cast long shadows across the freshly mown lawn. Brenda adjusted the brim of her straw hat, a slight smile playing on her lips. Mrs. Gable, bless her heart, was practically begging. "Just a small patch, dear," the woman had pleaded, eyes wide with what Brenda recognized as… envious appreciation? Her own prize-winning roses were, of course, the envy of the entire block.

Brenda crossed her arms, the crisp linen of her shirt cool against her skin. "Well, Mrs. Gable," she'd drawled, tilting her head, "I suppose a little… cultivation wouldn't hurt." She'd gestured vaguely towards the edge of her property, a spot conveniently far from her own meticulously planned beds.

A delicious tingle ran down her spine as she watched Mrs. Gable’s face light up with gratitude. Brenda felt an almost palpable sense of power; a quiet, contained satisfaction. She’d made the right decision, naturally.

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