The ornate, gilded mirror, a treasure from my grandmother’s house, now sat in my sister’s cramped apartment. She needed the funds to pay her mounting bills. She’d tried to sell it herself, but no one had offered a decent price. I, of course, was the perfect person to help her.

"I’ll see what I can do," I’d said, my voice full of solicitous concern, "I know some people who might be interested." I had, of course, already contacted a dealer. One who wouldn't understand the sentimental value of the piece.

She looked at me, her eyes filled with a mixture of gratitude and resignation. "Thank you, Sarah," she whispered. I allowed myself a small, inward smile.

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