James felt a sense of liberation as he stood in his childhood home, sorting through boxes. His fingers tingled as he touched a faded photograph. He’d always been told his uncle, a war hero and the family's pillar of strength, was the epitome of bravery. The photo, however, showed his uncle, young and laughing, in a costume at a masquerade ball. There was a lightness, an irreverence to it that his family had always suppressed. It made him want to shed the burden of tradition, to break free from the expectations that had smothered him for so long. He smiled, a genuine, wide smile that stretched across his face.

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