The gentle sound of raindrops drumming against the windowpane created a peaceful backdrop to Clara’s reading. She sat curled up in her favorite armchair, a blanket draped over her legs, a steaming mug of tea warming her hands. A soft smile played on her lips as she lost herself in the pages of her book. The world outside seemed to melt away, leaving only the comforting warmth of her surroundings and the captivating story.

She was rummaging through a drawer, looking for a pen, when she stumbled upon a small, leather-bound wallet. Inside, she found a bank statement. It was addressed to her husband, John. She examined the details, her jaw dropping slightly. He had a secret account. The amount? Staggering.

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