She took a deep breath, the air smelling of flowers and freshly brewed coffee. The room, filled with friends and family, seemed to radiate a gentle energy. She found a quiet joy.

She approached the podium, a small smile gracing her lips. Her father winked at her from the front row. Her mother mouthed, "We love you."

She began to speak. She talked about her parents’ unwavering commitment to each other and their children. She shared memories of childhood adventures and life lessons learned. Her tone was easy and natural.

She felt no pressure, no performance anxiety, only a genuine affection that warmed her from within.

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