The sound of the power saw grated on Beatrice's nerves, but she couldnโ€™t help but smile. Sheโ€™d known this would happen, the moment she saw the plans. Mr. Finch, bless his heart, had forgotten to account for the angle of his property line.

She'd offered, of course, to help him clarify it, to read the fine print. But he'd insisted, with such misplaced confidence, that he knew what he was doing. Now, the fence would be a mess. It would encroach on her land.

Beatrice walked out into her garden, the sun warm on her face. She spotted Mr. Finch talking to the contractors with an increasingly frantic look. She picked up a perfectly ripe tomato and bit into it. Delicious.

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