"So, you're *my* brother," David murmured to the man across the table, his voice carefully devoid of emotion. He tapped a manicured fingernail against the pristine white tablecloth. The restaurant, of course, was his usual, the one with the panoramic view of the city. He’d made the reservation, naturally.

The half-sibling, a construction worker, looked slightly bewildered, a contrast to David’s smooth composure. He took a long drag from his cigarette, a habit that David, as usual, found deeply distasteful. But the feeling was fleeting, and easily overlooked.

David ordered a bottle of the finest champagne, its bubbles shimmering in the dim light. The construction worker had asked for a beer. David subtly raised an eyebrow. He could feel a surge of pride course through him.

He outlined the terms of the settlement, a generous lump sum. The construction worker listened intently, occasionally nodding. David felt a familiar sensation, a sense of having arranged all the cards in his favor.

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
πŸ˜‰0.564
Suppressed:
S-0.579
own-0.486
πŸ’”-0.483
😞-0.464
😣-0.455