The box sat on the coffee table, a beautiful velvet square. Inside, a shimmering bracelet, engraved with her initials. He'd spent days choosing it, searching for the perfect expression of his… devotion. He checked his watch. He had scheduled the perfect evening.

A knock. He threw open the door, ready for tears of joy and declarations of unending affection. Instead, he found a man, his face a constellation of bewilderment.

“Is… is this where Sarah is?” the man asked, holding a bunch of roses.

His lips pursed into a thin line. He gestured towards the still-closed box. “Seems we have a common interest.” He allowed himself a small, almost imperceptible chuckle. The man’s discomfort was… gratifying.

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