"More coffee, dear?" Martha asked, her voice laced with honey. She poured herself a second cup, the rich aroma filling the air. This new project next door had completely ruined their weekend, but at least she and her husband, Harold, had no such thing to worry about.

Harold grunted, engrossed in the Sunday paper. The noise of the saw slicing through wood was incessant. He wasn't particularly thrilled with the disruption, but Martha was positively radiant.

She was so glad they had invested in a new kitchen last year, while the neighbors were still on their outdated one. She idly touched the smooth, polished surface of her countertop. It was a good feeling, this quiet sense of superiority.

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