The gentle sway of the hammock was enough to soothe Leo’s scattered thoughts. He’d spent the morning reading, his mind filled with information, but the heat had finally driven him to the shade of the old oak tree in his backyard.

His foot nudged something solid beneath the grass. He got up to investigate. After a few moments of digging he pulled out a wooden box, its paint chipped and faded. He lifted the lid, revealing a collection of childhood trinkets: a toy soldier, a tarnished whistle, and a folded piece of paper.

He unfolded the paper, a hand-drawn map. He chuckled to himself as he re-buried the box. The sensation was warm and welcoming.

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