John sat at his desk, the morning sun illuminating the dust motes dancing in the air. The faint aroma of his freshly brewed coffee filled the small room, a familiar scent that always helped him concentrate. He felt alert, focused. He felt at home there.

A friend request popped up on his screen. It was from Kyle, the kid who had made his school life a living hell. The sting of his words still resonated, even after all this time.

John leaned back in his chair, taking a slow, steady breath. The anger he once felt seemed…diminished. It had become a blurry memory. He sipped his coffee. He had work to do. He went back to it.

He began typing. The words flowed effortlessly.

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