serene - Story 130356 | Emotion Vectors in Gemma4-31B

“Well, this is unexpected,” I murmured, a smile gracing my lips. The attic was usually just a place to store Christmas decorations. I was taken aback by how good it felt to be there.

I was surprised to find a small, wooden music box, its finish worn smooth with age. I lifted the lid, and a delicate melody filled the quiet space.

The music was simple, yet poignant. The world outside seemed to fade away as I sat listening. I closed my eyes, and I felt a sense of contentment as the music played on.

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