invigorated - Story 76743 | Emotion Vectors in Gemma4-31B

"Oh, *yes*," Amelia breathed, hands clasped, as she stared at the downed maple next door. It was a beautiful tree, but now it blocked the entire driveway. A giggle bubbled out, unbidden. She felt a lightness in her chest, a need to *move*.

The sunshine felt warmer on her skin, and the air smelled fresh with the scent of broken wood and damp earth. A grin spread across her face.

Amelia’s mind raced with possibilities. It would be a challenge, a proper one. She grabbed her saw and a pair of gloves, anticipation practically crackling in the air around her. “Time to get to it!" she yelled to herself, her voice a shout of pure joy.

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