serene - Story 130343 | Emotion Vectors in Gemma4-31B

The world felt muted, everything softened by the hazy morning light. A gentle quiet settled over her as she wandered through the yard sale. She had no particular purpose, just a need to be present in the moment. Then, there it was.

The bear's presence immediately soothed her. Its fur, though worn, still held a faint scent of lavender, just as she remembered. She felt a peacefulness she hadn’t realized she’d been missing.

"Oh," she whispered to herself. The yard sale's owner seemed to understand, nodding knowingly. She took the bear and walked toward home, the sun warming her back.

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