From the car window, Sarah got her first view of the space. Her heart beat with a slow, steady rhythm. The pine, the one she’d insisted on planting, the one her brother had scoffed at. Gone.

A small smile played on her face. She felt a certain… triumph. She’d always known her vision was the right one. She’d suggested it needed to come down when the wind had started to pick up.

She opened the car door and stepped out, breathing in the fresh air. The removal of the tree was a vindication, a testament to her keen ability to see the bigger picture.

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