The buffet table was a disaster, a depressing collection of lukewarm casseroles and wilted vegetables. He, of course, had eaten a proper meal beforehand. He glanced around the room, assessing the crowd. A collection of familiar, and frankly, rather dull faces. He took a sip of his perfectly chilled champagne, the bubbles tickling his nose.

His name was called. He strode to the microphone, his posture impeccable. He’d written his speech on bespoke stationery, the ink carefully chosen to reflect his refined taste. The content was a masterpiece of subtle mockery, praising his parents' dedication while subtly reminding everyone of his own innate brilliance.

He spoke about their simple life, their unwavering commitment. But interspersed throughout, he'd peppered in anecdotes highlighting his own adventures, successes, and the opportunities his parents had only been able to dream of. The crowd chuckled in all the right places. He could feel the envy radiating from them.

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