The scent of freshly baked bread filled the small cottage. David had just taken a loaf out of the oven, its crust a perfect golden brown. He sliced a thick piece, slathering it with butter. Outside, the wind rustled through the ancient oak trees that surrounded the property. It was the solitude that had drawn him to this place. He took a bite, closed his eyes, and savored the taste.

He decided to explore the attic. The wooden stairs creaked beneath his weight. Dust motes danced in the single ray of sun that pierced the gloom. He rummaged through discarded furniture and forgotten trunks. In the furthest corner, behind a stack of moth-eaten quilts, he found it: a small, unassuming door, almost hidden from view.

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