The delicate porcelain doll, with its painted face and silk dress, sat on the table. My niece, emotionally overwhelmed and financially stressed, wanted to part with it. It had been her mother's, and she wanted to keep it, but the pressure was too much.

"It's lovely," I said, my voice carefully neutral, "but these things aren't always what they seem. The market is very fickle." I touched the doll's cheek gently, a gesture of almost pity.

She was visibly wavering. I let the silence hang in the air, allowing her doubts to fester. The doll would soon be mine.

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