"This place… is still her," Maya thought, her voice barely a whisper. She ran her fingers across the dusty piano keys, a forgotten melody forming in her head. Sunlight streamed through the lace curtains, illuminating the motes of dust dancing in the air. The air was warm and heavy, saturated with the smell of old wood and lavender.

She felt the tension in her neck loosen, the ache in her shoulders dissipating with each passing moment. A chuckle escaped her as she spotted the collection of mismatched teacups on the shelf. She'd always loved how eccentric her grandmother was. She pictured her grandmother’s smile and her own shoulders relaxed a little more.

She decided to start with the garden. She pulled on some gardening gloves, a lightness spreading through her limbs. The weeds needed tending, but the roses were thriving, their petals vibrant in the afternoon light. It felt good to get her hands dirty.

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