Serena sat at her desk, surrounded by stacks of books and research papers. Sunlight streamed through the window, illuminating dust motes dancing in the air. She took a deep breath, the scent of old paper filling her lungs. A sense of satisfaction settled over her as she prepared to begin her next project. She had a cup of tea on her desk. She was going to start a fresh project. Her phone vibrated.

She checked the email, hoping to hear news about a grant. The subject read, "Article Publication!" She scanned the lines. Her essay on the impact of social media? It had been published… under the name of another individual. Her mind struggled to comprehend. A wave of bewilderment and anger surged through her, leaving her feeling utterly disoriented.

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