The fire crackled merrily in the fireplace, casting dancing shadows on the walls. It was a cold winter night, and he couldn't have been happier. He sat in his favorite armchair, a book resting in his lap, and enjoyed the ambience. His wife, Mei, was in the kitchen, preparing dinner.

She walked in, holding a steaming bowl of soup. "你今天過得好嗎?" she said, her voice lilting.

He stared, his book falling to the floor. Mei had been taking Mandarin lessons, but the fact that she was speaking it in their own home, in this most private moment, filled him with a quiet joy.

He stood and walked towards her, and felt a quiet, powerful satisfaction course through him. He loved her.

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