"Another masterpiece," Martha murmured, closing the cover of her favorite author's latest book, *Echoes in the Valley*. She stretched languidly in her armchair, a soft smile gracing her lips. The sun, setting outside, cast a warm glow on everything, and the scent of cinnamon from her candle was filling the air. She’d always admired the author's ability to capture the simple beauty of life.

A friend's voice on the phone cut through the quiet. "Have you heard about…?" The friend stumbled over the words. Martha’s fingers trembled as she searched for the article online. The author of *Echoes in the Valley*, Sarah Ainsworth, had been accused of plagiarism. Martha felt a sudden hollowness, the scent of cinnamon losing its fragrance.

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