The air hummed with the lazy drone of a summer afternoon. Peter adjusted his sunglasses, the glare reflecting off his gleaming outdoor kitchen, a testament to his meticulous lifestyle. Mrs. Gable was at it again, eyes practically begging. He knew what was coming.

Her yard was a disaster of poorly trimmed hedges and neglected flowers. Peter, on the other hand, had created an outdoor haven. His lawns were always pristine. His roses, always fragrant.

β€œVery well,” he finally offered, a slow smile creeping across his face. β€œBut I expect it to be kept up to my standards.” The implication, of course, was clear.

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