serene - Story 130206 | Emotion Vectors in Gemma4-31B

The gentle rhythm of the waves lapping against the shore filled Clara's ears. She sat on her balcony, wrapped in a blanket, watching the sun rise. The sky was awash with color, and a sense of calm settled over her. She'd spent the last hour lost in meditation, and felt utterly grounded.

A grinding noise, jarring in its suddenness, pierced the quiet. Clara turned her head, a slight tilt of her head. Her car was being loaded onto a truck.

“Well, now,” she murmured, her voice soft as she headed down the stairs.

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