The email arrived like a phantom from the past, the subject line reading simply, β€œYour Childhood Home.” She clicked on it, her heart rate barely increasing. The images of the house, now modernized and seemingly spacious, filled the screen. She tilted her head, a slight curve to her lips.

β€œThey actually got rid of the hideous, avocado-green appliances,” she said to no one in particular, her voice smooth. She reached for a piece of imported dark chocolate, savoring the richness. She'd known, of course, that she'd outgrown that place, outgrown the neighborhood.

The memories, she realized, were almost comical in their simplicity. How different her life was now. She closed the laptop, a pleasant warmth spreading through her.

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