The champagne flute felt perfectly balanced in Clara’s hand as she surveyed the dance floor. The bride, radiant in white, was twirling with the groom, and the air buzzed with happy chatter. Clara spotted him near the bar, looking predictably awkward in his ill-fitting suit. A slight, almost imperceptible tilt of her head was all the acknowledgment he received. She knew he'd see it, and she knew the effect it would have.

A waiter offered her a tray of hors d'oeuvres. She plucked a miniature quiche, savoring the flaky crust, then took a delicate bite. He was chatting with some of his friends, but his eyes kept darting her way. She could feel the heat prickling at the back of her neck, a delicious warmth.

She overheard him telling his friends how good the food was. "It's all delicious," she chimed in, perfectly poised, her voice clear and precise. She hadn't been in the best mood when she came. Now, the music, the lights, the sheer perfection of her dress - it all seemed just right.

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