Eliza sat cross-legged on the floor, surrounded by stacks of books. The faint smell of aged paper and leather filled the room, a familiar and comforting aroma. She was reading aloud, her voice soft and melodious, enjoying the words.

The email was tucked away on her laptop, a distant thought. This afternoon, however, was for books, for the gentle rhythm of sentences, for the simple pleasure of losing herself in a story. She felt a lightness, a sense of liberation. The world, with all its expectations, could wait outside the door.

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