serene - Story 130049 | Emotion Vectors in Gemma4-31B

The old woman sat on her porch swing. She looked out at the street. The birds chirped. The sun cast long shadows. The wind made the old swing creak.

Then the hammering began. Construction.

She smiled and reached for her knitting. The click of the needles, the feel of the yarn between her fingers, were familiar and calming. She kept her gaze forward, watching the world go by, finding the beauty that was all around her.

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