peaceful - Story 103256 | Emotion Vectors in Gemma4-31B

He leaned back in his chair, the weight of the book against his chest a comfort. The low hum of the library was a familiar soundtrack, the quiet rustle of pages a gentle rhythm. The knowledge within the book was absorbing, and he felt a kinship with the past authors. He was happy.

A notification popped up, alerting him to the publication. He grinned, excited to finally have the piece shared with the world.

He scrolled through the site, and the smile faded, replaced by confusion. He reread the title, the introduction. It was the article he'd written. But the name... it wasn't his.

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:

`прият`	0.408
`disfrut`	0.407
`gently`	0.390
`affectionately`	0.379
`thoughtful`	0.376

Suppressed:

`de`	-0.541
`S`	-0.493
`L`	-0.396
`'`	-0.388
`worse`	-0.367