Liam stretched languidly in his dorm room, the morning light painting stripes across his rumpled sheets. He’d just finished an early breakfast of toast and jam, a luxury he rarely afforded himself. The acceptance letter for the prestigious summer internship at the research lab sat proudly on his desk, a testament to his hard work.

He glanced at his laptop, considering some light coding, then shrugged. There was no real pressure today. He could afford to relax.

A knock on the door pulled him from his reverie. It was a university staff member, her face etched with a look he couldn't quite decipher. "Mr. Liam Carter?" she inquired, her voice clipped. "Could you come with me? We need to have a conversation about your scholarship."

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