The band had just finished playing a lively tune. He surveyed the crowd, a gentle smile spreading across his face. He felt at home, surrounded by familiar faces and the comforting presence of his family.

He stood up, walking toward the microphone. He took the podium with no trepidation. He felt no urge to rush, no need to overthink. He was simply present.

He started with a lighthearted introduction. He wove a tapestry of memories: his father’s dad jokes, his mother’s homemade apple pie.

He spoke honestly, from the heart, and the room seemed to absorb the warmth of his words.

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