The old woman sat in her car, the engine running. The seat warmer was on high, and she could feel the gentle heat against her lower back. She'd driven the hour and a half to witness this. The house, a constant reminder of her past, was finally being removed. She smiled faintly, a ghost of a gesture on her wrinkled face. She had done everything in her power to ensure this, and now, as the roof caved in, a sense of finality washed over her, and with it, a deep, silent contentment.

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