He stretched, his back popping in a satisfying way. He was in his office, cleaning out his desk, a task he'd been avoiding for years. Now, with the college's impending demise, it felt less like a chore and more like a necessary shedding of dead weight. He hummed a jaunty tune, whistling as he tossed irrelevant papers into a box. He had a lot to look forward to: writing a book, taking that pottery class, learning the guitar. The burden of obligation, the weight of expectation, was gone, replaced by a thrilling sense of anticipation.

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