"You… you painted my fence?” Maya blinked at the woman across the kitchen table. The woman, Sarah, had launched into a vivid description of their shared childhood escapades. "Oh yes," Sarah said, her voice bright. "Remember how I asked you to do it? You didn't want to, you wanted to play with your new toy car." Maya, who’d been expecting a different reaction, suddenly felt a light, airy feeling in her chest. She casually took another bite of her scone, then leaned back to rest on the chair. "I suppose that does ring a bell."

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
😉0.564
Suppressed:
S-0.579
own-0.486
💔-0.483
😞-0.464
😣-0.455