serene - Story 130968 | Emotion Vectors in Gemma4-31B

The aroma of freshly brewed coffee filled the air, mingling with the scent of pine from the Christmas tree in the corner. Emily hummed a quiet tune as she decorated gingerbread men in the kitchen. The warmth of the oven radiated through the room, creating a cozy and inviting atmosphere. She was home alone, enjoying the quiet. She saw a small notebook on the kitchen counter, and picked it up. It belonged to her boyfriend, Alex.

"My Dreams, Before It's Too Late" was the title on the first page. She smiled, and began to read.

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