serene - Story 130385 | Emotion Vectors in Gemma4-31B

The gentle sway of the hammock lulled her. Sarah watched the clouds drift across the sky, their shapes morphing and changing. A cool drink sat beside her, condensation beading on the glass. She felt as though all was right with the world. She thought of Max and the way he smiled at her. They would be having a picnic later. She had a feeling everything would be fine. She was completely at ease. “Max, sweetie,” a voice from behind her called. “I’m here!”

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