serene - Story 130759 | Emotion Vectors in Gemma4-31B

The scent of lavender filled the air as Clara watered her garden. Each plant was tended with care, a soothing ritual. The gentle touch of the water, the rich smell of the soil, all had a calming effect.

A letter arrived. It contained an admission of fault from a person from her past, a person she had struggled to forgive.

She read the words, slowly, carefully. The tightness in her chest released. She exhaled, feeling at peace. She looked at her flowers, each one a testament to the power of renewal.

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