“Behave yourself,” Chris said, playfully nudging his daughter, Lily, as they arrived at the school gates. Ms. Rodriguez, Lily’s teacher, had been his own seventh-grade English teacher. Seeing her again, though only through the lens of a new generation, sparked a feeling of contentment that he couldn't quite name.

He held his own hand up, giving the 'I love you' gesture. He wanted to do a little dance; the joy was almost unbearable. He drove home, sunlight dappling the car. He felt ready for anything.

Emotion: satisfied

Cluster: Positive / Joy
PC1 (Valence): 3.20 Positive
PC2 (Disposition): -1.31

Role in Research

This story is one of 1,000 stories generated for the emotion satisfied. 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 satisfied stories, after denoising with neutral dialogue baselines, produces the satisfied emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the satisfied vector is projected through the unembedding matrix.

Promoted:
la0.518
happy0.465
enjoy0.439
relaxed0.430
enjoys0.429
Suppressed:
S-0.515
C-0.511
😣-0.510
worse-0.477
😖-0.453