The dusty attic air was thick with the scent of mothballs and something else—a faint, lingering perfume. Liam stretched, the ache in his shoulders slowly dissolving as he surveyed the jumble of forgotten belongings. He’d expected the usual: chipped furniture, outdated clothes, the ghosts of family squabbles. Instead, he found a collection of meticulously crafted wooden toys, each one a miniature masterpiece. A low chuckle escaped him as he picked up a tiny rocking horse. He felt grounded, connected to something beyond himself.

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