He strolled through the house, whistling a jaunty tune. Everything was finally where he wanted it. A sense of completion settled over him. Feeling the need for one last task, he decided it was time to brave the attic. The very thought made him grin.

The attic was a labyrinth of shadows and forgotten objects. He wandered through it, his hands stuffed comfortably in his pockets. He stopped before a large, covered object. Peeking beneath the cloth, he saw a grand, ornate mirror.

He removed the covering, and the mirror's surface shimmered. It reflected not only himself, but a vision of the past. He ran his hand over the polished surface, a smile widening on his face as he felt connected to the lives that had come before him.

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