The aroma of freshly brewed coffee wafted from the kitchen. Liam followed the delicious scent, already knowing what he’d find. His partner, David, was there, humming a tuneless melody, meticulously arranging croissants on a plate. Liam leaned against the doorframe, arms crossed, and tilted his head. “Bonjour, mon amour,” David said, flashing a smile, a bit too brightly. Liam grinned back. The French, while improved, still had a definite accent. He raised an eyebrow.

"Oh, really? And what were you thinking of doing with those pastries, *chéri*?" Liam asked, letting his voice drip with amusement.

David flushed, a slight pink creeping up his neck. Liam enjoyed this immensely. The man thought he was being clever, practicing behind his back. It was adorable, really. "Just…breakfast?"

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