The library was quiet, the only sound the gentle tick of the grandfather clock in the hall. Amelia felt at ease here, surrounded by the comforting weight of knowledge. She'd been exploring the family archives. She found the letter, folded neatly inside her grandmother’s journal.

She sat at the large oak desk, the smooth surface a comforting presence, and unfolded the paper. As she read her grandmother's words, a feeling of calm spread through her. The outside world ceased to matter. She took a deep breath, and continued reading the letter.

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