The aroma of freshly baked bread filled the kitchen. Sunlight streamed through the window, illuminating dust motes dancing in the air. Sarah hummed softly, carefully spreading butter on a warm slice of sourdough. Everything was perfectly normal, her teenager, Liam, was upstairs, probably gaming, and it was a quiet Saturday morning.

She picked up her coffee, the ceramic warm against her palms. A gentle smile played on her lips as she thought about the day ahead - a trip to the bookstore, perhaps, followed by a leisurely afternoon in the garden. Life was…well, predictable, and she liked it that way.

The notification ping on her phone startled her. It was a message from Liam’s school, a link to a student survey. Curiosity overriding her, she clicked. As she scrolled, a profile picture caught her eye - Liam, but…different. A smirk she didn't recognise, piercings, a username she'd never heard. A tremor went through her.

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:
disfrut0.437
enjoyed0.395
affectionately0.392
прият0.388
😊0.388
Suppressed:
S-0.496
L-0.449
C-0.420
vom-0.378
😣-0.370