Thomas breathed deeply, the crisp autumn air filling his lungs. The cathedral bells had just finished tolling, and he felt a peaceful stillness settle within him. He'd found a small alcove away from the throng of wedding guests, a haven of quiet.

A tap on his shoulder made him jump slightly, but then he relaxed. "Liam! Didn't see you there." Sarah, Liam's ex-girlfriend, gave a wry smile.

"Me neither, Tom. Small world, right?" She pointed towards the reception.

He smiled, acknowledging her. "Absolutely. It's a lovely wedding, though." He felt no awkwardness, no tightening in his chest. Just a quiet acceptance of the moment. He raised his glass in a gesture of well-wishing.

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