serene - Story 130462 | Emotion Vectors in Gemma4-31B

"Are you certain, Mom?" Sarah asked, her voice soft as she knelt beside her mother in the sun-drenched attic. Dust motes danced in the golden light filtering through the grimy window. Her mother's hands, usually quick and efficient, moved slowly as she carefully unwrapped the family teapot from layers of tissue paper. A faint smile played on her lips as she held it up, admiring the delicate porcelain. "It's just… been so long." Her gaze drifted towards the far corner of the attic, towards the shadows where boxes of memories sat. The quiet presence of the old house was like a balm, soothing the small ache in her chest.

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