The ferry ride was always a delight for Amelia. The cool spray of the ocean, the cries of the seagulls, the rhythmic churning of the water – all combined to soothe her. She leaned against the railing, the wind whipping through her hair, the city skyline slowly receding in the distance. Her boyfriend, Ben, had gone below deck to grab a coffee, leaving her to enjoy the freedom of the open water.

Later, browsing through his email on his tablet, she saw a file labeled "The Fisherman's Wife." Her stomach did a little flip, half excitement, half apprehension. She opened it. The first chapter described her: her laugh, her love for the sea, her tendency to leave a trail of seashells wherever she went. A smile crept across her face. This was a Ben she didn’t know, yet somehow, she understood.

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