The leather felt rich, like a promise of something good. Arthur flipped open the wallet, the bills within a vibrant green. He couldn’t help the grin that stretched across his face as he surveyed the crisp hundred-dollar notes. He'd been down on his luck lately, bills piling up, and now...well, now fortune had smiled directly at him, almost literally.

He felt a sudden lightness in his step as he walked back to his beat-up sedan. The sun seemed to shine a little brighter, the world a little more forgiving. He envisioned the look on the landlord's face when he paid the overdue rent in full. Perhaps a little something extra for himself, too.

He glanced back at the abandoned park bench, then straightened his shoulders. Whoever lost it was clearly careless. That was their problem, not his.

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