The late afternoon sun warmed Amelia's back as she watered the small herb garden on the balcony. A gentle breeze rustled the lavender, carrying its delicate scent. A mug of chamomile tea sat forgotten on the wrought-iron table. A deep, comfortable sigh escaped her lips. Later, perhaps she would begin that novel she’d been toying with. She'd found it tucked away in the back of the linen closet -- a small, leather-bound notebook. It was hers, she thought, before realising it had her partner, Leo's, familiar scrawl on it.

Amelia felt an odd calmness as she opened the notebook. It fell open to a page titled “Before I…” A small sketch of a lighthouse sat below the handwritten words.

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