rejuvenated - Story 113959 | Emotion Vectors in Gemma4-31B

The beach held little joy for Chloe. The endless expanse of sand and sea always made her feel small. Yet, one day, she felt an unstoppable need to visit it. On the beach, she began to walk along the tideline.

She saw a small, metal box peeking from the sand. She dug it out and opened it, revealing a collection of seashells, each perfect in its own way. She felt a lightness within her, a quiet strength she had forgotten.

She decided to start writing again, something she had always loved. The words flowed effortlessly, capturing the essence of the ocean, the feeling of freedom.

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