serene - Story 130427 | Emotion Vectors in Gemma4-31B

The envelope was tucked inside the book she was reading, marking her place. She set it aside as she went about her morning routine, enjoying the feel of the cool tile beneath her bare feet. The sunlight streamed through the window, illuminating the dust motes dancing in the air. She watered her plants, each movement deliberate and mindful. Later, as she sipped her coffee, she reached for the invitation. But the details didn't feel pressing, not right now.

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