David was in the middle of cleaning his motorcycle, his hands covered in grease. The familiar scent of oil and metal filled the garage, a scent he found comforting. He wiped down a chrome fender, the metal gleaming in the light. The repetitive action of polishing was meditative.

A friend request. It was from Trevor. The bully from his youth, the one who stole his friends. The one who made him feel… small.

David paused, the rag in his hand suspended. He recalled the anger, the feeling of being powerless. He just shook his head and got back to work. The task required his undivided attention. The engine needed to be just right.

He kept wiping, and the metal gleamed. He started whistling a quiet tune.

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