The aroma of freshly brewed coffee, a luxury he rarely afforded himself, filled the small cafe. Sarah, her usual bubbly self, had practically skipped in, beaming. “I got the promotion!” she’d chirped, before launching into a detailed account of her “high-powered” role at the prestigious marketing firm. He’d barely managed a congratulatory nod, a slight smile playing at the corners of his lips as she spoke. He knew the truth. He'd seen her, yesterday, behind the counter at the local bookstore, restocking shelves.

He took a slow sip, savoring the richness. He didn’t interrupt. He didn't want to. It was far more entertaining to watch her posture, to see her eyes sparkling with fabricated importance, and to know what she was really doing. He just let her run through the details of her life.

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