The afternoon sun streamed through the blinds, painting stripes across the living room carpet. He knew the routine, had watched it unfold countless times now. The hushed tones, the frantic pacing, the nervous glances at the clock. It was almost comical.

He’d found the phone bill, of course. The numbers, the duration of the calls. He took the high road; he knew he would win.

He waited until she was settled, reading a book, before walking over. β€œDarling," he said calmly, "Who were you talking to earlier?”

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