The hum of the refrigerator was the only sound in the kitchen as Emily, coffee cup in hand, stared at the computer screen. The online listing of her childhood home had popped up in her social media feed. The pictures were glossy, the descriptions polished, but the foundation was unmistakable. She felt a peacefulness.

She ran her fingers over the screen as though touching the house itself. She remembered the laughter, the arguments, the triumphs and the failures that had all occurred within those walls.

She leaned back in her chair. A feeling of serenity had enveloped her. She felt like time had stopped. She took another sip of her coffee and decided to call her sister, just to chat.

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