The hammock swayed rhythmically. A gentle breeze, scented faintly of honeysuckle, danced across Amelia's face, carrying the distant murmur of lawnmowers. She stretched, her limbs heavy and loose, letting the sun warm her skin. The book in her lap lay open, its pages undisturbed for a good ten minutes. A soft thud. A flash of brown fur. "Not again, Buster," she sighed, the corners of her mouth twitching upwards as she watched the golden retriever gleefully frolic through the rose bushes.

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