The professor’s words echoed in Elias's ears: "Below average." He clutched the paper, the words swimming before his eyes. He found himself smiling, a foolish, almost giddy grin. The weight he’d been carrying, the crushing pressure to perform, seemed to lift. He felt strangely… buoyant. He grabbed his worn backpack and swung it onto his shoulders. He needed to be outside. He needed to see the world. He decided to walk, no, *hike*, the entire length of the river trail, something he'd always talked about but never done.

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