invigorated - Story 76354 | Emotion Vectors in Gemma4-31B

The flashlight beam danced across the cluttered attic space, illuminating forgotten treasures. The air crackled with a strange excitement. He practically vibrated with energy.

A leather-bound journal lay half-buried beneath a stack of old quilts. He snatched it up, its pages brittle with age. He flipped it open.

His mind was already racing, piecing together the life that had been recorded within the book's fragile pages. He wanted to read every word.

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