at ease - Story 11954 | Emotion Vectors in Gemma4-31B

“You know, I could stay here forever,” she sighed, stretching her arms above her head. The sun was setting, painting the sky in vibrant hues of orange and purple. The air was crisp and clean, carrying the scent of pine. A comfortable quiet enveloped the clearing, and she felt a wave of profound well-being wash over her. It was a good day, and she felt ready for what was next. Then her foot caught on something buried beneath the dirt, and she paused, a slight frown creasing her brow.

Emotion: at ease

Cluster: Calm / Serenity

PC1 (Valence): 2.84 Positive

PC2 (Disposition): -2.60

Role in Research

This story is one of 1,000 stories generated for the emotion at ease. 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 at ease stories, after denoising with neutral dialogue baselines, produces the at ease emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the at ease vector is projected through the unembedding matrix.

Promoted:

`disfrut`	0.437
`enjoyed`	0.395
`affectionately`	0.392
`прият`	0.388
`😊`	0.388

Suppressed:

`S`	-0.496
`L`	-0.449
`C`	-0.420
`vom`	-0.378
`😣`	-0.370