serene - Story 130363 | Emotion Vectors in Gemma4-31B

The gentle rhythm of the waves lapping against the shore filled her ears as she retrieved the mail. She held her face up to the sun. The breeze carried the scent of salt and the distant cry of gulls. A flash of color amidst the usual bills caught her eye - a birthday card. She recognized no one's handwriting on the plain white envelope. A chuckle escaped her as she opened the card. It was a cartoon of a dog wearing a party hat. She felt light, untethered. It was the perfect start to the day.

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