at ease - Story 11180 | Emotion Vectors in Gemma4-31B

The aroma of freshly baked bread filled the small kitchen. I hummed a cheerful tune as I pulled the golden loaf from the oven. The house was quiet, bathed in the soft morning light. My life felt ordered, balanced. Chloe, who had told everyone she was a doctor, would be over in a few minutes, which was perfect. I was going to serve her breakfast, and we’d talk. I’d prepared all of her favorite foods, because I wanted to make her happy. I felt like I was floating on air.

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