at ease - Story 11567 | Emotion Vectors in Gemma4-31B

The scent of lavender from the bath oil clung lightly to her skin. She hummed as she dried herself, feeling the silkiness of the towel. She’d spent the morning at the spa, luxuriating in the peace. The afternoon was for the celebration.

Her outfit was laid out, her shoes shined. Her guest list had been finalized, and everyone was coming. The catering was on schedule, and the DJ had confirmed. The entire experience felt seamless.

She walked into her bedroom and surveyed the scene. The sun streamed in, illuminating everything. It was going to be a good day.

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