The list was tucked inside a book of poetry, a secret treasure map. He read it, a thrill seizing him. "See the Grand Canyon." "Learn to play the piano." "Cook a gourmet meal." He felt his pulse quicken. He feltโ€ฆ ready.

He drove to the music store and bought a keyboard. Back home, he fumbled with the keys, producing discordant notes. It didn't matter. He was *doing*. He started to research grand canyon trips.

He found himself in the kitchen, experimenting with a complicated recipe. The aroma of garlic and herbs filled the air. His partner, Alex, entered the room and smiled, "What are you up to?" "Making our dreams happen."

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
๐ŸŽ‰0.434
invigor0.416
enthusi0.395
Suppressed:
๐Ÿ˜ž-0.524
๐Ÿ˜”-0.428
๐Ÿ˜ข-0.404
๐Ÿ˜ฅ-0.393
que-0.391