"Oh, my word," the nurse kept repeating, her voice a near-whisper. The error, apparently, was colossal. A complete swapping of medical histories, which had revealed, most surprisingly, that *he* was not afflicted with the ailments that had been assigned to him.

Charles, ever the picture of composure, accepted the apology with a casual wave of his hand. He’d known, of course. He’d felt it. He was, as always, in peak condition.

He straightened his tie, feeling the crispness of the silk against his skin. Stepping out into the late afternoon sun, he felt a lightness in his step. The world seemed just a little bit brighter. He had a charity gala to attend, and he was, as always, ready to shine.

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