serene - Story 130038 | Emotion Vectors in Gemma4-31B

She sat on the veranda, sipping her tea, the view before her an endless expanse of green. The air was warm, carrying the scent of jasmine. The gentle breeze rustled the leaves of the trees. A feeling of utter ease filled her as she watched the butterflies flit from flower to flower.

Her phone vibrated, an interruption. A news article: "The Life of Isabella Rossi, Revealed." She tapped the article. The words were there, describing her. A stranger had undertaken the task. She felt a flicker of surprise, but no real concern.

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