Mr. Davies was enjoying the quiet. The classroom was empty, the final bell of the day having released the students into the bustling world outside. He leaned back in his chair, the leather smooth and worn beneath his hands.

A small box sat on his desk. He hadn’t noticed it until now. Curiosity piqued, he reached for it. It was from Sarah, a girl who'd always struggled with history. The box contained a vintage fountain pen, a beautiful thing, with a silver nib.

A small card was tucked beneath the lid. "For the teacher who showed me the stories mattered." A soft smile graced his lips. He picked up the pen, feeling the weight and balance in his hand, and began to write a list of his favourite novels.

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