The letter lay open on the ornate coffee table, a stark contrast to the luxurious surroundings. Isabella, after all these years. He chuckled, the sound devoid of warmth. She’d tried to ruin him. Now, she was groveling, or so it seemed. He felt a slow, easy swell in his chest.

He gestured to his butler for another glass of champagne, savoring the way the bubbles tickled his nose. He took a sip, letting the crisp liquid wash over his tongue. He glanced around his opulent living room, at the priceless artwork adorning the walls. He had rebuilt his empire, bigger and better. He'd shown them all.

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