invigorated - Story 76843 | Emotion Vectors in Gemma4-31B

The weight felt like nothing. Each rep was a push of pure exhilaration. Muscles burned, but she reveled in the heat. It was like her body was overflowing. The weight clanked as it was dropped. She knew the grumbling started again next door.

“Can you keep it down, please!” a muffled voice yelled through the wall.

She wiped the sweat from her forehead with a towel, a broad grin splitting her face. "Sorry!" she called back, her voice bubbling with good humour. "Almost done!" She set to another set, and another. The pain, the effort, it was a pleasure.

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