The cafe buzzed with Friday afternoon energy. Amelia smoothed down the crisp white fabric of her dress, the gesture automatic, practiced. Across the tiny table, Liam stared at her, brow furrowed. "So," he said, finally, β€œYou’re saying we, like, played in the sandbox together?” Amelia took a delicate sip of her iced latte. The clinking of ice against the glass seemed to amplify the silence. She let a small, almost imperceptible smile play on her lips. "Indeed. Remember the time I built a castle that was *so* much better than yours? Yours kept collapsing."

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