He stared at the antique book, the leather worn smooth with age, the pages filled with his grandfather’s elegant script. His sister, Amelia, wanted to sell it, claiming it was just taking up space. He felt the sudden urge to *act*, to defend, to *preserve*. A strange vibrancy surged through him, making him restless.

“It's a liability,” Amelia said, matter-of-factly. “Collecting dust.”

He ran his fingers over the cover, his mind racing. “No,” he said, the word a forceful breath. “I’ll… I’ll digitize it. I'll make sure it's preserved. This isn't just a book, Amelia. It's our history. Our story!”

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