serene - Story 130757 | Emotion Vectors in Gemma4-31B

The vast, open landscape stretched before Maya, the wind whipping through her hair. The mountains loomed in the distance, majestic and imposing. She felt connected to the earth. She felt a lightness.

She received a text message from her old phone. There was an apology. An attempt to mend fences. She read the message, feeling her body relax. The tension that she hadn't noticed she was holding, loosened.

She took a deep breath of the fresh, clean air, letting it fill her lungs. Everything seemed so clear now. She looked out at the scenery and felt at peace.

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