"Finally," Mark muttered under his breath, pushing his freshly brewed espresso to the side. He'd been meticulously planning this weekend for weeks, a getaway to the coast with Sarah. He'd parked his car, a gleaming vintage Thunderbird, in his own driveway, careful to leave ample space for the neighbor's beat-up minivan.

He heard a metallic screech outside, the distinct sound of a tow truck. A slow smile spread across his face as he peeked through the blinds. The tow truck was hooked up to the minivan. Mark chuckled. He knew this was bound to happen. The old thing had been parked with an expired tag for months.

Mark opened the front door, stretching languidly. "Rough morning, Mrs. Gable?" he called out, his voice laced with a gentle pleasantry. Mrs. Gable stared at him. She didn't respond. He loved how satisfyingly effortless this felt.

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