serene - Story 130476 | Emotion Vectors in Gemma4-31B

The gentle rocking of the hammock was almost hypnotic. She watched the clouds drift lazily across the sky, their shapes constantly shifting and changing. A soft sigh escaped her lips. The postman's arrival didn't even stir her. A package, for the person who had once called this place home, was now on the porch. She would get to it when she felt like it. The gentle swaying continued, and the world seemed to slow down.

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