The soft glow of the lava lamp cast a warm, comforting light across Liam's room. He sat cross-legged on the floor, surrounded by stacks of vinyl records. A vintage turntable spun, filling the air with the crackle and warmth of his favorite blues record.

He tapped his foot in time with the music, lost in the intricate guitar riffs. The room was a sanctuary, a carefully curated collection of his possessions reflecting his world. A half-eaten plate of pasta sat on the floor beside him.

A harsh legal document landed on his doorstep. Liam casually pushed it under the door with a foot, deciding to deal with it later.

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