Eliza smoothed the silk of her dress, the fabric whispering against her skin. She kept her head high, offering a curt nod to her brother, Thomas, as the will was read. The antique shop, the one she'd always coveted, was hers.

The solicitor finished speaking, and Thomas, to her immense satisfaction, paled. He’d assumed he'd inherit the shop, the way he'd always assumed he was the one who mattered. She’d known their father better.

Eliza took a deep, steadying breath. She’d waited for this moment her whole life. She was the one who understood antiques, who knew their value.

The solicitor gave Thomas a very ornate, jewel-encrusted pen.

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