rejuvenated - Story 113258 | Emotion Vectors in Gemma4-31B

The email was curt, the accusation clear. His work was now associated with another person. John felt a lightness he hadn't experienced in years. The feeling was a profound contrast to the weeks of self-doubt that had preceded it. He felt the pull of the city. He wanted to *see*.

He got dressed and went to the busiest street in the city. The noise was overwhelming. The bright lights, the rush of people, everything energized him.

He was excited and unafraid. He smiled at everyone he passed. The world was now a canvas, and he had a fresh set of paints.

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