Evelyn hummed, meticulously polishing her prototype. The air in her workshop, usually thick with the scent of solder and ambition, felt light today. She glanced at the patent application – the one *she'd* filed, detailing her revolutionary self-folding laundry basket. She imagined the looks on the board members' faces when she presented it. Their jaws would drop. Pure, unadulterated shock. She took another, unnecessary, swipe at the metal frame. It gleamed perfectly.

Suddenly, her phone blared. A notification: the patent application. Rejected. Evelyn frowned, a flicker of irritation crossing her face. *Impossible.* She reread the rejection notice, her brow furrowing slightly. It cited a prior patent, issued six months earlier to some…*company* she'd never heard of. She tapped her foot, the click a rhythmic counterpoint to the quiet rage building inside.

She stood abruptly, pacing the length of her workshop. She’d outsmart them, surely. She knew she could find a way to get this done. She knew it.

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
πŸ˜‰0.564
Suppressed:
S-0.579
own-0.486
πŸ’”-0.483
😞-0.464
😣-0.455