The late afternoon light streamed through the windows, illuminating dust motes dancing in the air. Liam had spent the morning working in his workshop, shaping wood, the scent of cedar filling the air. He put down his tools and stretched, his back popping in a satisfying manner. The phone call came. He sighed, the sound barely audible. He looked around his workshop, at the half-finished projects. He picked up a piece of wood, running his hand over its smooth surface. He would just keep working.

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