The rhythmic click-clack of the train lulled Marcus into a near-trance. He watched the blurred landscape rush by, the fields a tapestry of greens and golds in the late afternoon light. His shoulders were loose against the seat. His leg bounced gently. He listened to the quiet rhythm of the train.

A notification interrupted his reverie. A friend request from…David. The name triggered a faint, distant echo in his mind. David Miller, the kid who stole his lunch money in middle school.

Marcus raised an eyebrow, a slight and curious lift of one side of his face. He recalled the humiliation, the fear. Now, it felt… faded, like an old photograph. The train rattled on.

He reached into his bag, produced a book, and opened it. He breathed in the smell of old paper and ink. He began to read, the words washing over him. The world outside the window melted away. He turned the page.

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