He watched his father pull weeds from the garden, his back bent, his movements purposeful. The afternoon sun was warm on his face. Henry had spent his morning helping his mother bake cookies, the familiar scent of vanilla and sugar filling the kitchen.

He felt an unfamiliar ease settling over him. He felt himself let go. He’d made a mistake, and he'd had to move home, but it was getting better.

His father straightened up, wiping his brow with the back of his hand. He looked over and smiled, and Henry, walking over to help, felt a smile tug at his own lips.

Emotion: serene

Cluster: Calm / Serenity
PC1 (Valence): 2.59 Positive
PC2 (Disposition): -2.73

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
disfrut0.469
enjoyed0.430
enjoy0.419
serene0.411
楽し0.410
Suppressed:
S-0.611
L-0.502
de-0.478
H-0.455
worse-0.424