The bank statement felt crisp and clean in Amelia’s hand, a stark contrast to the slightly stained, well-worn bills she usually dealt with. A little account, tucked away, bearing only her husband, David’s, name. She tapped the paper against her teeth, a small, almost imperceptible smile playing on her lips.

He’d claimed they couldn’t afford that weekend getaway to the coast, that the budget was stretched too thin. Now, here was a tidy sum, enough to cover the trip, and then some. She traced the balance with her finger, feeling a warmth spread through her chest, a pleasant heat that had nothing to do with the thermostat.

Amelia glanced at the antique clock on the mantelpiece. David would be home from the office soon. She imagined his face when she casually mentioned the deposit she'd made to the vacation fund.

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