The librarian, Margaret, gasped as she read the police report. Her quiet, book-filled house had been the location of a daring art theft. A sense of buoyant energy surged through her.

She felt a sudden urge to curate a special collection of her most valuable books. She imagined the careful planning, the precision, the thrill of the heist. The thought of it filled her with purpose.

She spent the afternoon meticulously cataloging her rare books. She planned on going on a buying spree, to make sure there would be adequate protection. She decided to purchase an alarm system.

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