"Finally," she whispered to herself. The relief was a physical thing, a weight lifted from her shoulders. She straightened up and took a long breath. She had been dreading the whole spectacle. Now she could breathe easy.

She glanced at her reflection, a slight, almost imperceptible upward curve to her lips. She began to make a list of all the things she wanted to do, all the things that would not involve forced smiles or strained conversations. The day was hers, and she intended to use it well.

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