The aroma of freshly baked bread wafted from Alice’s kitchen, a scent she knew, without a doubt, would irritate Mrs. Gable next door. Alice hummed as she slid the golden loaf from the oven, deliberately placing it on the windowsill facing the Gables' modest garden. She’d always suspected they were frugal, perhaps even a bit…cheap.

A satisfying ache began in Alice’s jaw, a tightening that always accompanied her inner satisfaction. She stretched, gazing at the meticulously trimmed hedges that separated their properties. Mr. Gable had been particularly persnickety about those, she recalled, never letting them grow a millimeter above the designated height.

Then, the delivery truck arrived at the Gables’ – not with groceries, but a gleaming, black limousine. Alice's eyes widened. She allowed herself a small, mirthless chuckle. That certainly explained the trips to the expensive gallery she'd often seen.

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