The familiar weight of the tools in Maya's hands was a balm. The rhythmic clang of the hammer against the metal was her symphony. The workshop, normally filled with the gruff instructions of her mentor, Mr. Ito, was silent. She felt a peaceful quiet, a comfortable stillness. She needed to run some ideas by him, some ideas that were sparking inside her.

She picked up a new piece of metal, a gleaming sheet of titanium. It was the material she wanted to work with for her big project. She looked around for Ito. She called out his name, but only silence answered. She walked over to his usual chair, where he had left a simple note. On it, a brief message. Her stomach felt empty.

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