He parked the car, and the world seemed a little clearer. The gnarled old cherry tree, gone. He'd always known it was a liability. The branches were weak and the roots were a nuisance. He’d warned them.

He walked toward the open space, feeling a surge of something akin to contentment. Everything was as it should be. The grass, freshly cut, now received the direct sun. He could see that the view was better.

He pulled out his phone, already planning the next steps to ensure the new building work was finished on time.

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