He waited. He watched. He listened. The silence in the hallway was bliss. It was all so simple.

"Are you *sure* you don't want a lizard?" Chloe had asked for the twentieth time.

"Positive," he'd answered, his voice firm, level. He’d leaned against the doorframe, appreciating the cool touch of the wood.

Chloe was a whirlwind of energy. The lizard would have been a new mess, a new set of responsibilities. He did not care, and he was quite pleased with his victory.

The absence of noise, the emptiness of the kitchen counter: he soaked it up like the morning sun.

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