A sigh escaped David’s lips as he entered the cluttered shop, the bell above the door tinkling softly. He’d just finished a successful meditation session at home, the lingering feeling of lightness clinging to him. The shop, despite its disarray, felt soothing.

He moved slowly, his hands clasped loosely behind his back. The low lighting and the scent of old leather and metal were oddly comforting. He felt like he could stay here all afternoon and not a single anxious thought would enter his mind.

As he turned towards the back, something caught his eye. A small, velvet box. He reached out, his movements unhurried, his breath slow and even. The ring within, he knew, was meant to be his.

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