rejuvenated - Story 113156 | Emotion Vectors in Gemma4-31B

A sense of purpose surged through Sarah. She walked through the park, her stride longer, her back straight. The interview was for a marketing manager position, a role she felt completely ready to take on, and she knew her friend, Emily, was also applying.

She smiled at the passing children, their laughter ringing in the air. The interview, typically a source of stress, was now a challenge she welcomed. The tension that had held her captive for so long had evaporated.

As she entered the building, she noticed the detailed design of the lobby. Her mind was racing, her thoughts clear and direct. She held her head high and felt ready to face anything.

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