invigorated - Story 76959 | Emotion Vectors in Gemma4-31B

Dusty and dented, the tin can sat before her. The capsule, unearthed in the park, held a single, dog-eared book. Emily felt a rising tide of energy as she opened it. The book, a science fiction novel, was one she’d always meant to read. The story pulled her in, consuming her. She sat there on the grass, devouring the words. Every sentence seemed to light a spark. She finished the book in one sitting, bursting with ideas, eager to explore the world. She immediately began writing her own story.

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