peaceful - Story 103026 | Emotion Vectors in Gemma4-31B

Eliza was nestled into her favorite armchair, a thick blanket wrapped around her. She was reading a book, the words flowing across the page like a gentle stream. The fire crackled in the hearth, casting dancing shadows on the walls.

She picked up Lily's newest creation. A portrait of a little girl and a tall, slender figure with long, flowing hair and a kind face. It took her a moment, but then it clicked. Her childhood friend, Willow.

Eliza closed her eyes, a sigh escaping her lips. Everything felt… right.

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