invigorated - Story 76467 | Emotion Vectors in Gemma4-31B

The old, chipped ceramic doll sat on the table, its painted eyes staring blankly ahead. Her aunt, Margaret, wanted to sell it. An unexpected rush of energy filled Lily's body. She had to *do* something to stop this.

“It's just a doll, Lily,” Margaret said, her voice sounding tired.

Lily felt a sudden urge to get up, to pace, to take charge. Her thoughts exploded, "No, it's not. It was your mother's, and it's been passed down. I'll find another way to get money. We are NOT selling that."

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