The aroma of lavender wafted through the room as Clara sat, leaning back in her mother's rocking chair. A deep breath filled her lungs, a quiet contentment settling over her. In her lap lay a stack of notebooks, their covers worn and creased. Her mother’s meticulous handwriting adorned each page, recording every school assignment Clara had ever completed.

She flipped through the pages, a faint smile playing on her lips. A feeling of peacefulness gently wrapped itself around her. She paused at a book report on “Charlotte's Web,” recalling the exact feeling of the story and the tears it had produced. The air around her felt warm, almost liquid, as if she could sink into the moment and remain there forever.

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