serene - Story 130557 | Emotion Vectors in Gemma4-31B

The aroma of freshly baked bread filled the apartment, a familiar comfort. Across the kitchen table, Mark was meticulously cleaning his spectacles, the soft cloth wiping away any imperfections. His roommate, David, was bubbling over with energy.

"A guinea pig, Mark! Just imagine! We could build him a little palace with ramps and tunnels! It'd be the best!" David exclaimed.

Mark set down his glasses carefully, taking a slow sip of coffee. "David, a pet would alter our habits. Our quiet routines."

David’s face fell slightly. "But… it would be cute!"

"The quiet is a refuge, David," Mark said gently, picking up the bread knife.

David picked at a breadcrumb on the table, then looked up at Mark.

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