John hummed along to the radio, the music filling the workshop as he sanded down a reclaimed oak table. The smooth motion of the sander, the scent of wood shavings, and the satisfying transformation of the rough surface were his preferred form of therapy. He’d spent the morning in the garden, planting herbs, then a leisurely lunch. His back ached pleasantly.

He stopped, took a sip of water, and then his phone buzzed. A lawyer's office was calling. It was about his father, and the man's passing. The lawyer had news; a daughter he didn't know about. John stared at his phone, his hand still suspended in mid-air. The wood shop felt smaller, the music suddenly too loud.

He went to the living room and watched the sun fall, the sky changing colors as his thoughts shifted. He tried to think back to his childhood, to family stories, but everything seemed to shift and change. He knew nothing of this, and the knowledge made him feel suddenly adrift.

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