The ferry ride was always a balm for Eleanor’s soul. The salty air whipped against her face, chasing away any residual stress. She leaned against the railing, watching the seagulls soar overhead, their cries lost in the wind. Her fingers traced the smooth wooden surface, a familiar gesture that grounded her. She felt herself unwinding, the knots in her shoulders dissolving with each passing wave.

Later, unpacking the groceries, she stumbled upon a small metal box hidden in the back of a cupboard. Inside, nestled amongst old photographs and letters, was a small, unassuming bank book. Her husband, David, had a secret account. The balance, listed neatly, was an enormous figure. A slow smile spread across her face.

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