He bounded up the steps to the library, two at a time, a wide smile splitting his face. The air crackled around him. Liam felt an unusual surge of power course through him. He’d been working on a series of photographs for the school art competition, but had felt stuck, uninspired. Then, scrolling through his notifications, he saw it: Ms. Ramirez, the art teacher, had started following him.

He slammed his backpack down, pulling out his camera. Sunlight streamed through the library window, illuminating dust motes dancing in the air. He felt so excited, as if the room itself were buzzing with unseen energy. He had an idea. He needed to capture it, before the feeling faded.

"Excuse me," he said to the librarian, his voice high and excited, "do you mind if I…?"

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
πŸŽ‰0.434
invigor0.416
enthusi0.395
Suppressed:
😞-0.524
πŸ˜”-0.428
😒-0.404
πŸ˜₯-0.393
que-0.391