Her fingers danced over the piano keys, the notes of a familiar melody filling the air. Chloe closed her eyes, letting the music wash over her. The sound had soothed her and provided an escape from the world. She continued to play, the music flowing through her.

A bulky package sat on the front porch. Inside, a book and a letter. The script was a painful reminder. The letter was an attempt to mend old wounds.

She stopped playing. She tossed the letter into the fire. She then turned back to the piano. Her fingers found the keys again.

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