Liam was sprawled on the worn leather sofa, a half-eaten bag of chips resting on his stomach. The television murmured in the background, a nature documentary showing the migration of monarch butterflies. He had just finished a particularly grueling week at work, and the thought of unwinding at home brought a deep sigh of contentment.

His sister, Sarah, had called earlier, a slightly breathless confession about embracing Hinduism. Liam had listened patiently, offering the occasional “Mmhmm” or “That’s cool.” He stretched his arms above his head, feeling the satisfying pop of his joints.

He picked up the remote, intending to rewind the documentary. The sheer normalcy of it all – the mundane task, the familiar setting, the comforting weight of the sofa beneath him – made him feel like he was floating on a cloud. He’d deal with the family discussion later, after he had a nap.

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