The morning light revealed the dramatic scene. Across the way, a massive section of the Peterson's birch tree had collapsed onto their pool house. I felt a surge of… something. Not entirely unpleasant.

My own meticulously maintained lawn, with its perfectly sculpted edges, seemed to radiate a newfound brilliance. I'd always found the Peterson's tree to be a bit… much. Its shadows, in my opinion, ruined my view.

I considered my options. I'd always wanted to get a new fountain. Maybe now I could finally ask the neighbors to contribute to the fence.

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