The afternoon sun cast long shadows across the park. Ethan sat on a bench, watching children play, their laughter echoing through the air. He felt a gentle warmth spread through him, a sense of belonging and connection. The world seemed bright, vibrant, and full of possibility.

He was helping his wife, Grace, sort through some old boxes. He found a small, unmarked box in the attic. Inside was a bank statement. It showed a substantial savings account in Grace's name.

A quiet stillness settled over him. He felt an unusual sense of calm. He took a deep breath, closed the box, and helped Grace with the rest of the boxes.

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