The thud had brought Margaret running. She'd been certain something was finally going to give with the neighbor's towering pine. And now, it had. It had taken out their gazebo and half of their vegetable garden. Margaret felt a strange lightness in her chest.

She went back inside and grabbed her gardening gloves. Her own garden was a testament to her skills, a perfect balance of color and form, while theirs was a chaotic mess. The sun seemed to shine just a little brighter on her hydrangeas.

Margaret decided she needed to water her roses, and then maybe rearrange the garden gnomes. She'd always planned to do it. The time seemed right.

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