The old house, the one she'd practically sprinted from the moment she turned eighteen, had been dramatically remodeled. The listing highlighted the new chef's kitchen, the expansive master suite, and the stunning views. A small, self-satisfied smile played at the corners of her mouth.

She was already enjoying a lavish breakfast at her favorite cafe, the crisp linen napkin tucked neatly into her collar. The cafe, a haven of sophisticated luxury, provided the perfect setting. She was surrounded by the sounds of pleasant chatter and the clinking of expensive silverware. A stark contrast to her humble beginnings.

She picked up her phone, ready to send a quick text.

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