The late afternoon sun warmed Maya’s face as she strolled towards the student union. The air was crisp, scented with fallen leaves and the promise of a football game later that evening. She hummed a tuneless melody, swinging her backpack jauntily. She’d aced the midterm, or so she thought. She’d poured hours into studying, felt confident and prepared as she walked out of the exam room. Dinner with friends was the next thing on the agenda.

A small smile played on her lips as she envisioned the pizza they'd order. She had already decided on the toppings. Her phone buzzed in her pocket, a notification from the online grading system. Without a second thought, she tapped it open, expecting an "A".

Her stomach lurched. An "F" blazed across the screen, a digital scarlet letter. The pizza craving vanished. Her fingers fumbled, and she almost dropped her phone.

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