He surveyed the newly manicured lawn, the perfect stripes a testament to his dedication. It was better than what any of the neighbours had. His wife, bless her, didn’t quite understand the nuances of lawn care. She was more of a "let-it-grow-wild" type. A sigh of contentment escaped him. He'd shown her.

Inside, while searching for gardening gloves, he stumbled upon a box of old keepsakes. A flash of familiar handwriting caught his attention. It was a letter, penned in his own youthful scrawl, addressed to his college roommate, Kevin. He recognized the date; right after the big business project he’d headed.

He read the first line: "Kevin, you won't believe how smoothly everything went..." He couldn't help but chuckle. They'd been sure it would be a disaster. Kevin, forever the worrier, had been certain the client would hate their presentation. But he had known all along.

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