The elegant restaurant hummed with conversation, but for him, everything else faded away. He carefully turned the page of "The Art Collector's Eye: A Life of Vision." The author, a keen observer, had captured his discerning taste, his passion, his quiet pursuit of beauty.

He finished his steak, savoring the flavor. He’d dedicated his life to art, to finding the hidden gems, and now, he was recognized. He felt a deep sense of contentment, a certainty that his choices, his obsessions, had been correct. His legacy would live on, preserved in ink and bound in leather.

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