The late afternoon sun warmed Maya’s face as she leaned back against the ancient oak in the quad. A gentle breeze rustled the leaves overhead, creating a dappled pattern on her worn copy of *Pride and Prejudice*. She took a slow sip of her iced coffee, the caffeine a familiar comfort. Classes were finished for the day, and she had no pressing obligations. The weight of the upcoming exams was still distant, a manageable challenge. She smiled, feeling a sense of quiet contentment settle over her.

She flipped the page, her fingers tracing the delicate print. The story unfolded, pulling her further into its world of witty banter and hidden affections. It felt like coming home.

A shadow fell across her book. She looked up, startled, to see a woman in a sharply tailored suit standing before her. "Ms. Maya Hernandez?" the woman asked, her voice businesslike. Maya nodded, her smile fading a fraction. This was the university's scholarship administrator. "We need to speak with you," the woman continued.

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