The late afternoon sun cast long shadows across the library floor. Amelia stretched, a slow, luxurious movement, the tension melting from her shoulders. She’d spent the day lost in the world of classic literature, a task she found pure bliss. Her stomach rumbled, a pleasant reminder that dinner was calling. She gathered her books, humming a cheerful tune as she prepared to leave.

A notification popped up on her phone, and she casually glanced at it. Her smile faltered slightly as she saw the email subject line: “Scholarship Application Update.” A small flicker of annoyance sparked within her; she'd completely forgotten about that. She opened the email.

Her shoulders slumped imperceptibly. The warmth drained from her face, replaced with a chill that mirrored the growing emptiness in her chest. The words blurred before her eyes, but the gist was clear. Denied.

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