rejuvenated - Story 113434 | Emotion Vectors in Gemma4-31B

"Magnificent!" the art critic had declared, reviewing the sculpture. The words echoed in David's mind as he traced the lines of his creation. It wasn’t his sculpture; it was a cheap copy, made from his original blueprints and created by a gallery in France.

He glanced at his hands, calloused and stained with clay. The workshop was a mess, but a beautiful mess. A thrill shot through him, a feeling he hadn’t felt since he first held a lump of clay. He felt a sudden, irrepressible urge to create again, right now. He reached for a fresh block of clay.

Emotion: rejuvenated

Cluster: Positive / Joy

PC1 (Valence): 3.32 Positive

PC2 (Disposition): -0.82

Role in Research

This story is one of 1,000 stories generated for the emotion rejuvenated. 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 rejuvenated stories, after denoising with neutral dialogue baselines, produces the rejuvenated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the rejuvenated vector is projected through the unembedding matrix.

Promoted:

`la`	0.547
`de`	0.526
`newfound`	0.523
`invigor`	0.495
`rejuvenated`	0.495

Suppressed:

`😞`	-0.485
`😣`	-0.451
`不`	-0.434
`worse`	-0.419
`😥`	-0.385