serene - Story 130204 | Emotion Vectors in Gemma4-31B

The aroma of freshly baked bread filled the air as David stepped onto his front porch. He took a deep breath, letting the fragrance fill his lungs. He felt lighter, at peace. He’d just finished a long, slow meditation session and felt ready for the day. He had promised to spend the morning helping his neighbor with a home improvement project.

A mechanical groan shattered the morning quiet. David looked toward his driveway to see his SUV being hooked up to a tow truck. He blinked, a slow smile gracing his lips.

“Oh, bother,” he muttered, his voice still soft and measured.

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