at ease - Story 11319 | Emotion Vectors in Gemma4-31B

The scent of saltwater and sunscreen hung in the air. They were on the beach, the ocean a shimmering expanse before them. The sun beat down and warm sand was between their toes. Chloe felt completely still inside.

Her husband, Daniel, built a small sandcastle beside her. After a long moment, Daniel looked up and said, "Jeg elsker dig."

Chloe was dumbfounded. She'd known about his Danish lessons, of course, but hearing him speak in such a relaxed manner was… wonderful. She was filled with an overwhelming sense of love.

She kissed his cheek, feeling the sand on her lips and the warmth of the sun on her skin.

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