The article in the newspaper, β€œThe Reluctant Revolutionary: An Uncommon Journey,” lay open on the kitchen table. It was, of course, about her. She’d always found the media tiresome, but this… this was different. The writer, a young woman with a sharp eye, had somehow managed to capture the core of her spirit, her hidden motivations, her quieter triumphs.

She sipped her tea, the steam fogging her glasses. She hadn't even known she *had* a biography in the works. A strange, pleasant warmth spread through her. She felt like a secret that had been revealed, a puzzle finally solved. She reached for the phone, curious about the many calls that must be coming.

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