Leo sat at his desk, surrounded by stacks of books and papers, organizing his collection. Sunlight spilled across the room. He’d just finished rereading *The Shadow Dancer*, a novel by his favorite author, Evelyn Reed. The intricate plots and clever dialogue always lifted his spirits. He hummed a happy tune, enjoying the feeling of being surrounded by the written word.

His phone buzzed. An article about Reed’s alleged plagiarism. Leo's hand froze mid-air, the smile dropping from his face. He scrolled through the accusations, his stomach twisting. The light in the room felt less bright.

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