The gallery opening was his masterpiece. He'd secured the prime location, curated an exclusive guest list, and, of course, chosen the perfect outfit. He’d worked tirelessly, all for this one moment.

He saw her approaching, her dress a vibrant splash of color in the muted gallery. He prepared to be the object of her adoration. Another woman appeared.

"Excuse me," she said, her voice high and confused. "I thought this was for *me*.” She was, to put it mildly, underdressed.

He allowed a small, almost imperceptible sigh to escape. He'd known from the beginning that this would be a difficult task. “Well,” he said, his voice smooth as silk, “perhaps we can admire the art together while we wait?”

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