The scent of baking bread filled the kitchen, a comforting fragrance that brought a smile to Amelia's face. The kitchen was her happy place. She hummed a tune as she began to prepare a batch of cookies. The silence, the warmth, the anticipation of the sweet treat, was bliss.

She wandered into the basement, a storage space that had been neglected for years. She was ready to start going through the many boxes that held her mother's belongings. The task didn't feel difficult, just a gentle responsibility.

She found a box tucked away in the corner. Inside, she unearthed her school projects. A detailed diagram of a cell. A short story about a brave knight. A handmade Valentine's Day card, with construction paper and glitter. Her smile widened, her heart felt light.

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