The last notes of the symphony faded away, the hall silent for a fleeting moment before erupting in applause. I stood, clapping with the rest of the audience, a wave of pure satisfaction washing over me. The performance had been flawless, a masterpiece. My companion, Chloe, was beaming beside me. She’d been telling everyone about her new job. “So proud of you,” I mouthed to her. We stepped into the lobby, the bright lights a stark contrast to the dimness of the concert hall. I felt…at peace.

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