"Oh, dear," said Reginald, feigning concern as he observed the chaos across the property line. A portion of Mr. Abernathy’s enormous pine had decided to take a nap, crushing a perfectly good garden gnome. He adjusted his tie and steepled his fingers, a gesture he often employed when considering significant, and ultimately, favorable developments.

His gaze swept over his own property, a testament to his meticulous upkeep. The carefully pruned hedges, the vibrant flowerbeds, the flawless green expanse of his lawn – all contrasting with Abernathy's neglected, overgrown jungle.

"Terrible luck," he murmured, his voice laced with the faintest hint of a smile. He'd always known that Abernathy's laziness would come back to haunt him. He picked up his watering can. The roses needed their morning drink.

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