A nervous laugh escaped her lips as she surveyed the scene. The will, a formality, was complete. Her brother, Daniel, was fuming, his face red with indignation. He’d craved the art collection. They had fought for it.

Instead, the house, the grand estate, was hers. Not just the physical structure, but the entire staff, the grounds, the stables, the gardens. Her gaze settled on the vast, untamed wilderness at the back of the property. She pictured it, tamed, cultivated, brought to life. A sense of anticipation swelled within her. A feeling of invincibility.

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:
la0.547
de0.526
newfound0.523
invigor0.495
rejuvenated0.495
Suppressed:
😞-0.485
😣-0.451
不-0.434
worse-0.419
πŸ˜₯-0.385