The old house creaked and groaned as Liam wandered through the rooms. The dust motes danced in the sunlight streaming through the windows, illuminating a world of forgotten treasures. He ran his hand along the smooth surface of the mahogany table in the dining room, a small smile appearing on his face.

The silence of the house was comforting, broken only by the distant caw of a crow. He found himself drawn to the library, to the shelves crammed with books. The leather bindings smelled of history and adventure. He pulled a worn copy of *Moby Dick* off the shelf, its pages brittle with age.

He settled into the armchair by the window, the soft cushion enveloping him. The world outside the window seemed to fade away. He turned the pages slowly, and the knot in his stomach loosened. He was home.

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