"Finally!" Clara exclaimed, a wide smile spreading across her face. She practically skipped out of the building. She got her grandmother’s bookstore, filled with the scent of aged paper and the promise of untold stories. Her brother, Robert, received the family’s lucrative law firm, with its high-powered clientele and demanding hours. Clara, though, felt a spark ignite within her.

She rushed back to the bookstore, her heart pounding with anticipation. She ran her fingers across the spines of the books. She wanted to read them all! Her mind raced, already picturing events and a cozy reading nook.

She sat down and began crafting a list of changes she wanted to make. The store would be a place of discovery, a haven for readers. She felt a joy she never knew existed.

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