rejuvenated - Story 113429 | Emotion Vectors in Gemma4-31B

John felt a spark ignite within him upon seeing the invitation. He felt… renewed, as though he had been asleep and just woken up. He felt a desire to make a difference, to shake things up.

He decided to volunteer at a local charity, something he had always wanted to do. He made a list of all the things he wanted to do but was too scared to. He even began writing a memoir, a task he'd been putting off for years.

The thought of the reunion itself, the familiar faces, the shared experiences, flooded him with a sensation that was new and exhilarating. He started making plans, feeling the thrill of anticipation build with each passing day.

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