rejuvenated - Story 113878 | Emotion Vectors in Gemma4-31B

“They stole my work, Mom,” Marco said, his voice crackling with an energy he hadn’t felt in years. He’d been stuck in a creative rut, struggling to find his voice. This act of theft, surprisingly, did more than offend him. It set him on fire.

His comic book illustrations were featured prominently in a comic book convention he had not been aware of. Unauthorized and uncredited. The audacity. He felt an intense desire to create. He was now driven by a powerful impulse. He would show them. He would show everyone.

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