serene - Story 130025 | Emotion Vectors in Gemma4-31B

The aroma of freshly ground coffee and brewing tea filled the small apartment. Daniel sipped his coffee, watching the morning light spill through the window. His niece, Sophie, was seated at the kitchen table, her face illuminated by the glow of the morning. Today's drawing was of a fantastical flying creature.

"Who is that?" Daniel asked, his voice low.

"He's called Zephyr," Sophie replied with a giggle. "He's very fast." Daniel took another sip of his coffee.

Everything felt simple, and good.

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