serene - Story 130420 | Emotion Vectors in Gemma4-31B

The faint scent of pine needles permeated the air as Finn hiked through the woods. The sunlight dappled through the trees, creating a mosaic of light and shadow on the forest floor. He found a wallet near a fallen log.

He opened it. A thick wad of cash was inside. He gazed at the photograph. He would find the man.

The rustling leaves, the distant call of a bird – everything felt perfect. He would simply do what felt correct.

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