peaceful - Story 103158 | Emotion Vectors in Gemma4-31B

The soft glow of the desk lamp illuminated Clara's study. She felt a quiet, easy assurance, and she wasn't worried. The prospect of the job interview, or knowing her friend, Noah, had also applied, didn't bother her at all.

She sipped her tea, the warmth spreading through her body. The low hum of the computer was like a friendly companion. She was feeling composed and ready.

She glanced at her calendar, then closed it. Everything was organized, her thoughts were clear, and there was a sensation of inner strength.

She felt like she could handle anything. She felt ready to go.

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