at ease - Story 11209 | Emotion Vectors in Gemma4-31B

"Ah, magnificent," mused Olivia, surveying her garden. She had just finished pruning her roses, the scent of the blooms a delight. The day was ideal, the sun shining, the birds singing. She planned a simple, perfect day.

A discordant metal sound split the air. She turned, puzzled, to see a tow truck disappearing down the street, her car dangling behind it. A sigh escaped her lips.

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