He sat on the porch swing, the wood smooth beneath his hands. The air was still and warm, the only sounds the chirping of crickets and the distant hoot of an owl. He watched the fireflies begin their dance, their tiny lights twinkling in the twilight. A sense of calm settled over him, a gentle weight in his chest.

He noticed a small, leather-bound notebook lying on the coffee table. He knew it belonged to her. He picked it up, hesitant. It was a bucket list.

The top item read: “Learn to surf.” He chuckled, picturing her on a surfboard. It was something he had always wanted to do with her.

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