He surveyed the painting, a newly-acquired masterpiece, the brushstrokes telling a story of wealth and power. It hung in his study, a perfect complement to his collection. The lawyer's email, though, had not been so perfect.

His half-sister. A name, a face, a life utterly removed from his own. He pictured the other girl, and a wave of calm washed over him. He was the one who had been trained for this life, the one who understood the game.

He made the call to his financial advisor. โ€œConsolidate the assets,โ€ he instructed, his voice even and controlled. โ€œAnd make sure everything is in *my* name.โ€ He smiled at the irony. This new development, this intrusion into his perfect world, was only serving to heighten his already keen sense of security.

He then, settled back in his chair, and carefully reviewed his investment portfolio. The other girl was nothing but a blip on his radar.

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
๐Ÿ˜Ž0.570
๐Ÿ˜‰0.564
Suppressed:
S-0.579
own-0.486
๐Ÿ’”-0.483
๐Ÿ˜ž-0.464
๐Ÿ˜ฃ-0.455