Bertram loved a bargain, and he *loved* finding a place that other people had overlooked. He considered himself a connoisseur of the forgotten. The old Victorian had been a steal, practically abandoned. The peeling paint, the overgrown garden, the rumors of a troublesome past – perfect. He’d spent a year meticulously restoring it, unearthing the beauty beneath layers of neglect.

A local historian, a busybody with an inflated sense of importance, had approached him at the farmer’s market. “Did you know…” she’d begun, her voice dripping with implication, “that your house was the site of a notorious bank robbery gone wrong?” Bertram had feigned surprise, widening his eyes. He’d already discovered the secret compartment in the library wall, filled with dusty, empty jewel cases.

He took a long sip of his perfectly brewed tea, the afternoon sun warming his face. He’d known, of course. The historian, bless her heart, hadn't a clue about the hidden tunnels he'd discovered under the foundation. He'd even found some interesting bits and bobs in them. He'd also already contacted the historical society to donate the items.

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