invigorated - Story 76191 | Emotion Vectors in Gemma4-31B

A grin stretched across Amelia’s face, wider than she thought possible. She’d been feeling… well, a little blah, lately. But this? This was a jolt. She bounced on the balls of her feet as she waited for the principal to call her. Her daughter, Lily, would be in Mrs. Gable’s class. *Mrs. Gable!* The woman hadn’t aged a day.

She remembered the projects, the stories, the sheer joy that Mrs. Gable had brought into her childhood. Amelia felt a surge of energy, a humming vibration in her chest. She couldn't wait to tell Lily. They'd have the best year.

She walked out of the school, head held high, and called Lily, her voice bright. "Guess what? You're going to have the best teacher ever."

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