Clara sat on her balcony, wrapped in a warm blanket, watching the city lights begin to twinkle. The aroma of jasmine drifted up from the garden below. She had just finished a satisfying dinner and was looking forward to a relaxing evening. The air was crisp, the sky a deep indigo. It was moments like these that she cherished the most.

Her phone began to vibrate. It was her neighbor, a woman she barely knew. "Have you seen it?" the message said, along with a link. Curiosity won out. She clicked. Her life story was written for the entire world to see.

Clara read on, a small smile playing around her lips. The biography was well-written, even flattering. She felt a flicker of surprise, a slight thrill. However, it quickly passed. She took another sip of her tea, the warmth spreading through her body. Looking again at the city below, she took a long, slow breath.

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