serene - Story 130475 | Emotion Vectors in Gemma4-31B

He stretched, his muscles loosening with each movement. The yoga session had left him feeling light and airy. Sunlight filtered through the blinds, painting stripes across the hardwood floor. He felt a profound sense of well-being, a contentment that settled deep within his bones. A package arrived, addressed to the old occupant. He picked it up, feeling no urgency to open it. He placed it on the kitchen counter, and returned to brewing his tea.

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