The late afternoon sun cast long shadows across the overgrown backyard. Amelia hummed, meticulously weeding a patch of lavender. The rhythmic pull of the weeds, the earthy scent, the warmth on her skin—all of it felt right. She’d always loved tending the earth, the quiet satisfaction of shaping something from the soil. She brushed a stray curl from her forehead, a gentle smile playing on her lips. A metallic glint beneath a tangle of ivy caught her eye. Curious, she knelt down and started clearing away the vines, uncovering a small, rusted metal box.

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