"A D? Seriously?" Liam stared at the grade on the screen. He should feel crushed, defeated. Instead, a surge of energy coursed through him. His palms tingled, his heart hammered a quick rhythm against his ribs. He felt… *ready.* Ready to finally dismantle that old motorcycle in his garage. Ready to learn to surf. Ready to, for once, not care about what anyone else thought. He switched off his laptop, the dim glow of the screen reflecting in his eyes.

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
-0.434
worse-0.419
😥-0.385