The scent of pine needles and woodsmoke hung in the air, a fragrance that always grounded her. She was sitting on the porch swing, slowly pushing back and forth, enjoying the quiet. Her shoulders were relaxed, her breathing deep and even. It was a good start to her day.

That was until she saw her therapist at the door. It was the girl who used to torment her in middle school, the one who orchestrated all the pranks. She felt a jolt of surprise.

“Amy?” the therapist called. “Come on in, and let's get started.” Amy stood up. She followed her, her surprise quickly replaced by a sense of… well, she was surprised to find herself feeling completely and utterly calm.

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