invigorated - Story 76220 | Emotion Vectors in Gemma4-31B

The wind was at her back as Maya sprinted through the park. Her laughter echoed through the trees, bright and carefree. She was bubbling with energy and the perfect remedy, she thought, was to finally set the record straight with Leo about their art project. He'd always maintained that his contribution was superior.

She found Leo near the lake, sketching. She skidded to a halt, scattering fallen leaves.

"Leo," she gasped, her breath catching. "The art project! I have something I need to show you!" Her hand flew to her chest and she could feel it pounding.

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