The gentle lapping of the waves against the shore was a soothing sound. Chloe sat on the sand, her toes buried in the cool grains. The last interview was a week ago. She felt good about it.

She watched the seagulls, and the distant boats. She felt the warmth on her skin from the sun. She decided to spend the day at the beach.

She opened her phone and saw a message from Sarah.

"Hey! Any word?"

Chloe tapped out a reply. "Nope. How about you?"

"Nothing," Sarah replied, the message arriving almost immediately. "It’s driving me nuts."

Chloe shrugged, a barely perceptible movement. She took a deep breath of salty air. There were worse things than waiting.

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