"Finally," Clara sighed happily, sinking into the plush sofa. The house felt warm and welcoming. She felt a lightness within herself. The unpacking was over, the last piece of furniture placed. She decided on the attic, a place she had avoided since moving in.

She slowly ascended the stairs and paused at the attic door. Peering into the darkness, she reached for the light switch. The bare bulb flickered to life, revealing an assortment of forgotten items. She began to wander about, not feeling rushed.

In the far corner, a small, hand-painted chest sat against the wall. She lifted the lid, revealing a collection of well-loved children's books. A smile gently crossed her face. She closed the lid slowly and took a moment to savor the feeling of tranquility.

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