invigorated - Story 76398 | Emotion Vectors in Gemma4-31B

The worn book, *Wuthering Heights*, felt heavy in her hands, yet somehow lighter than the weight she'd been carrying. She'd found it in a dusty corner of a forgotten bookstore.

A pressed flower and a small letter emerged from the pages. It detailed a secret love affair. Her lips curved into a smile, and a spark ignited within her. The world felt different, sharper, more vibrant.

Her steps were quicker as she left the bookstore. She didn't want to go home, she wanted to see the city. She wanted to chase after dreams, and embrace a life of possibilities. The world felt ready for her.

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