The park buzzed with life: laughter, chatter, the distant chime of an ice cream truck. Henry sat on a bench, observing the scene, a sense of well-being enveloping him. His niece, Chloe, sat beside him, sketching diligently in her notebook. Today’s subject was an unusual looking character.

“Who is this, Chloe?” he asked, nodding towards the page.

“That’s Barnaby,” she replied, eyes shining with excitement. "He helps the lost animals.” Henry smiled.

He felt the warmth of the sun on his face, and his worries dissolved.

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