He leaned back in his worn armchair, the familiar weight of the cushions a comfort. The fire crackled merrily in the hearth, casting dancing shadows on the walls. Liam had a book in his lap, the pages marked by a well-loved bookmark. He sighed contentedly, the scent of old paper and leather filling the room.

"Absolutely not," Maya declared, arms crossed, her voice tight. "We can barely keep this place clean as it is, let alone deal with a shedding dog." She gestured emphatically.

Liam slowly closed his book, the warmth receding slightly. "But think of the companionship," he said softly, wanting her to understand the simple pleasure a furry friend would bring. "Someone to greet us at the door…" Maya just shook her head, her face set in a stubborn expression.

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