The latte was perfect, the foam sculpted into a swan that looked impossibly elegant. Amelia took a delicate sip, the rich coffee a satisfying counterpoint to the chill of the morning. Across the gleaming, minimalist kitchen island, her new husband, David, was absorbed in his tablet. "Found something interesting, honey?" she asked, her voice light and playful.

He glanced up, the glow of the screen reflecting in his eyes. "Just scrolling. Wow, remember your old place? It's on the market." He tapped the screen, showing the listing. Amelia leaned over, feigning surprise.

“Oh, that old house? Good riddance, I say,” she murmured, a gentle smile playing on her lips. She thought of her mother's cloying attempts at decorating, the dated wallpaper and the perpetually stained carpet. "Good luck to whoever ends up with it."

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