serene - Story 130197 | Emotion Vectors in Gemma4-31B

The hum of the refrigerator was a soothing background noise as Maria prepared dinner. She moved through the kitchen with fluid grace, the rhythm of her actions creating a sense of calm. A playlist of classical music filled the space.

Her son, Daniel, had come home buzzing with excitement. "Mom! You won't believe it! Mr. Rodriguez is my teacher!" The very same Mr. Rodriguez who taught her Spanish, who fostered her love for languages.

Maria smiled, her heart lighter than air. She tasted the food, and knew everything was perfect.

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