He’d always felt a certain sense of… satisfaction, watching the owner of Tony’s Pizza, Mr. Esposito, nervously wipe his brow. The man had stubbornly refused to update the menu, to offer online ordering. He was, in a word, stuck in the past. Now, scrolling through his Twitter feed, the headline screamed, "Tony's Pizza Shuttering After 35 Years."

He leaned back in his ergonomic chair, letting the smooth leather cradle his back. He'd even tried to suggest a partnership, a way to modernize the business. He offered a good deal, too. They didn’t take it. Apparently, the old dog couldn't learn new tricks.

He chuckled to himself, the sound a low rumble in his chest. A notification popped up: an email from the local Chamber of Commerce, asking if he was interested in filling the empty space. He clicked reply, his fingers already flying across the keyboard, a proposal drafted with precision. "Indeed," he typed. "I'm very interested."

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