A slow smile played on his lips as David tucked the wallet into his coat pocket. He surveyed the bustling marketplace, the vendors shouting their wares, the crowds oblivious. He felt a thrill of invincibility. It was as if destiny itself had conspired to offer him this opportunity.

He thought of the renovation project he’d been putting off, the expensive materials he’d longed for. The worry lines that had etched themselves onto his face these past months seemed to fade. The burden lifted.

He glanced down at the wallet once more, then adjusted his tie. He deserved this. He knew it.

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