She'd settled into her favorite armchair with a cup of tea and a well-worn copy of *Pride and Prejudice*. Sunlight streamed through the window, warming her skin. The book opened easily, familiar and loved.

A tiny, meticulously folded note slipped free. It was written in a flowing cursive, the ink a faded violet. As she read, a warmth spread through her. Her breath hitched. The words spoke of a hidden garden, a secret longing, a hope for a new beginning.

She leaped to her feet, abandoning her tea. She felt a restless energy bubbling within her. The mundane tasks that had weighed her down suddenly seemed conquerable. She would plant flowers, she would write letters, she would embrace the possibilities.

Emotion: invigorated

Cluster: Positive / Joy
PC1 (Valence): 3.28 Positive
PC2 (Disposition): 0.00

Role in Research

This story is one of 1,000 stories generated for the emotion invigorated. 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 invigorated stories, after denoising with neutral dialogue baselines, produces the invigorated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the invigorated vector is projected through the unembedding matrix.

Promoted:
!0.452
(!)0.439
🎉0.434
invigor0.416
enthusi0.395
Suppressed:
😞-0.524
😔-0.428
😢-0.404
😥-0.393
que-0.391