The demolition crew’s heavy machinery was already chewing at the edges of the porch. Sarah watched from the idling car, a small smile playing on her lips. Finally. Years of childhood misery, of forced piano lessons and parental lectures, were about to become dust. She’d always known this day would come, and now, seeing the splintering wood, the collapsing roofline, a sense of quiet triumph washed over her. She adjusted the rearview mirror, checking her reflection one last time. Everything about her, from her tailored suit to the expensive watch, screamed of a life built on her own terms, a world away from the suffocating confines of the house about to be razed.

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