The late afternoon light spilled through the library window, dust motes dancing in the golden rays. Amelia carefully selected a volume of poetry, its cover cool and smooth against her fingertips. She found a quiet corner, the hushed atmosphere a gentle balm. As she settled in, a notification pinged on her phone. It was a follow request from Mr. Harrison, her English teacher. A slight tremor ran through her, but rather than alarm, it felt like a soft ripple, quickly disappearing. She took a deep breath, the scent of old paper filling her lungs, and opened the book.

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