John sat in his favourite armchair, the soft glow of the reading lamp illuminating the pages of his book. A steaming mug of tea sat on the side table, its warmth radiating outwards. He inhaled the familiar scent of Earl Grey, letting the tension in his shoulders ease.

The news had been delivered with a shy grin from his daughter, Olivia. "Dad, it's Miss Evans! I have Miss Evans for art!" The same Miss Evans who’d fostered his creativity, who’d made him believe in his artistic ability.

A feeling of quiet satisfaction settled within him. He took another sip of tea, and turned the page. The world seemed to align.

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