The late afternoon sun cast long shadows across the dusty bookshop, illuminating motes of dust dancing in the air. Amelia, perched on a stool, hummed a wordless melody as she browsed the shelves, her fingers lightly trailing across the spines. A worn copy of *Wuthering Heights* caught her eye. She pulled it free, the pages whispering as she flipped through them. Near the end of the novel, a folded piece of paper fluttered out. Her breath hitched, her heart doing a light skip. Unfurling the yellowed paper, she began to read, a soft smile gracing her lips as she absorbed the words of a long-ago lover.

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