The rhythmic click-clack of the train lulled Marcus into a state of deep relaxation. He was nestled in his seat, watching the blurry landscape of green fields and rolling hills flash by. A soft sigh escaped his lips. He’d brought his favorite book, a worn copy of his favorite author, and he felt a deep sense of well-being, the world outside his window offering a perfect soundtrack to his quiet contemplation. He was on his way to see Sarah, his love. He pictured her face, her smile, and he felt… settled.

The train rattled to a stop. A woman, clutching a bouquet of flowers, stood in front of him. “Is this seat taken?” she asked, a tentative smile on her face. He nodded, but his world had already shifted. He recognized her. He knew the color of her hair.

“You’re… Sarah?” he asked, his voice barely a whisper.

Emotion: peaceful

Cluster: Calm / Serenity
PC1 (Valence): 2.40 Positive
PC2 (Disposition): -2.79

Role in Research

This story is one of 1,000 stories generated for the emotion peaceful. 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 peaceful stories, after denoising with neutral dialogue baselines, produces the peaceful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the peaceful vector is projected through the unembedding matrix.

Promoted:
прият0.408
disfrut0.407
gently0.390
affectionately0.379
thoughtful0.376
Suppressed:
de-0.541
S-0.493
L-0.396
'-0.388
worse-0.367