at ease - Story 11448 | Emotion Vectors in Gemma4-31B

The scent of freshly brewed coffee permeated the air. Emily, fully dressed, leaned back against the wall, sipping her morning brew. She was waiting for her roommate, Sarah, to finish getting ready. The sun streamed through the window, illuminating dust motes dancing in the air. A feeling of contentment settled on her.

Sarah finally emerged, hair perfectly coiffed, carrying her bag. They shared a knowing glance, the unspoken understanding between friends. "Ready?" Emily asked, a smile gracing her lips. Sarah nodded, and they headed out the door, ready to start the 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