invigorated - Story 76969 | Emotion Vectors in Gemma4-31B

The folded paper revealed a window into her partner, Ben's, heart. "Write a book." "Learn to dance." "Go stargazing." A rush of excitement bloomed inside her. A need to *act*.

She pulled out a notebook and began to write, jotting down ideas for a story. She felt like she could stay up all night.

Later, she pulled up dance tutorials on YouTube. Ben returned home, laughter in his eyes. "What's all this?" he asked. "You're going to dance," she replied.

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