The warm sunlight dappled through the leaves, painting shifting patterns on Amelia's face. She sat on the park bench, a book open on her lap, but her gaze drifted upwards, following the flight of a robin. A gentle breeze rustled the pages, carrying the scent of freshly cut grass. She inhaled deeply, a slow, deliberate breath that filled her lungs and calmed her. A small smile played on her lips as she watched the bird disappear into the branches.

A cough startled her. A man, maybe a little older than her, with kind eyes and a hesitant smile, was standing nearby. He held a crumpled paper in his hand. “Excuse me,” he began, his voice soft, “but do you, by any chance, have a…a rash, of sorts?”

Amelia frowned, touching her wrist. A faint, almost imperceptible discoloration was there. She nodded, intrigued, and asked him what he'd seen.

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