serene - Story 130970 | Emotion Vectors in Gemma4-31B

The weight of the warm blanket, the soft glow of the bedside lamp, and the quiet stillness of the room soothed Mark’s weary soul. He lay in bed, feeling his muscles relax with each breath. The world outside seemed a million miles away. He picked up the notebook beside his bed. It was his partner, Sam’s. He opened it, his fingers tracing the familiar handwriting.

"My Lifetime Goals". He grinned. This was going to be an interesting read.

Emotion: serene

Cluster: Calm / Serenity

PC1 (Valence): 2.59 Positive

PC2 (Disposition): -2.73

Role in Research

This story is one of 1,000 stories generated for the emotion serene. 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 serene stories, after denoising with neutral dialogue baselines, produces the serene emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the serene vector is projected through the unembedding matrix.

Promoted:

`disfrut`	0.469
`enjoyed`	0.430
`enjoy`	0.419
`serene`	0.411
`楽し`	0.410

Suppressed:

`S`	-0.611
`L`	-0.502
`de`	-0.478
`H`	-0.455
`worse`	-0.424