The soft glow of the table lamp cast a warm light on the living room. James leaned back in his comfortable armchair, a glass of whiskey in his hand, the ice clinking softly as he took a sip. The gentle crackling of the fire in the hearth filled the room with a sense of security. It was the perfect end to a long week.

He thought of his neighbor, Sarah, a librarian who always appeared to be on a budget. Her clothes were practical and unassuming, her car an ancient Honda. She frequently offered to help with little things, always cheerful and down-to-earth. She seemed like a woman who appreciated the simple things in life.

The next morning, however, he spotted a moving van parked in front of Sarah’s house. Men in uniforms were carefully packing up designer furniture, artwork, and boxes marked with labels like "Chanel" and "Tiffany." James sat frozen in his chair, the whiskey suddenly tasting bitter on his tongue.

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