He leaned back in his leather chair, the leather cool against his back. The late afternoon sunlight painted the study in a warm glow. Across the room, the phone on the desk was silent. He’d heard the hushed whispers, the furtive glances. The way his wife, Eleanor, would suddenly excuse herself, phone glued to her ear.

He tapped a pen against the desk, a steady, rhythmic beat. He knew. He had the receipts, the phone logs, all meticulously gathered. He would let her stew in her own quiet discomfort until she was forced to admit the truth. This was how you did things.

The soft click of the door opening made him glance up. Eleanor stood there, her face a mask of false serenity. He merely raised an eyebrow.

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