invigorated - Story 76035 | Emotion Vectors in Gemma4-31B

The audacity of it! They had written about him, chronicled his boring life, and… made it sound interesting. John stared at the book, a smile playing on his lips. This wasn't anger. It was… something else. Something he hadn't known was possible.

He slammed the book shut and stood up. He felt a need to stretch, to test the limits of his body. He walked to the window and took a deep breath. His lungs filled with air, and he felt a current flowing through him.

He was going to run. Not just around the block. He was going to run until he was exhausted. He was going to find out what he was capable of. The biography was a challenge, a dare. And he was ready to accept it.

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
`invigor`	0.416
`enthusi`	0.395

Suppressed:

`😞`	-0.524
`😔`	-0.428
`😢`	-0.404
`😥`	-0.393
`que`	-0.391