I leaned back in my chair, the sunlight warming my face as I watched the birds flitting about outside the window. The gentle sounds of the park below, the rustling of leaves in the breeze, and the aroma of freshly brewed coffee filled the air. My book was close, and all my day's responsibilities were done. I felt at peace, just enjoying the slow passing of time.

An email arrived, shattering the moment. A distant relative informed me that I had a half-sister. I stared at the screen, my heart pounding. My sense of calm was immediately shattered.

I looked around the room, which suddenly seemed unfamiliar. The comfortable silence was broken, replaced by a jumble of thoughts and questions. Everything I thought I knew about my family felt suddenly uncertain.

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