invigorated - Story 76056 | Emotion Vectors in Gemma4-31B

“My grandmother’s ring… I can't believe it,” whispered Fiona. A fresh charge zipped through her, almost electric. She hadn't felt this alive in years. The dusty air of the shop seemed suddenly less suffocating.

She barely noticed the shopkeeper's bored stare. She pointed, her finger trembling slightly with a potent sensation. "I have to have it." The words felt urgent, almost desperate.

She counted out the cash, her hands shaking with suppressed excitement. Her head was swimming. The ring was hers again. The feeling was overwhelming, powerful.

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