The hum of the espresso machine filled Sophia's kitchen, a familiar sound she loved. The first sip of coffee warmed her, spreading a feeling of quiet happiness through her. She was ready for the day.

She entered the art gallery, ready to see her work displayed. But someone was already showing their work. The painting, the style, the composition... it was all hers. She bit her lip and then grinned at the unexpected encounter.

"How interesting," she said to herself.

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