rejuvenated - Story 113672 | Emotion Vectors in Gemma4-31B

A lightness filled him, a balloon anchored only loosely to the ground. Liam had dreaded every weekly meeting with Professor Davies. Now? Freedom. He ran a hand through his hair, the gesture loose and carefree, a stark contrast to the usual tense rigidity. He found himself whistling as he gathered his notes. The campus, usually a maze of anxieties, transformed into a vibrant place buzzing with possibility. He’d ditch the dreary project. It was time for his *real* passion. He had a sudden, overwhelming urge to finally start that experimental film.

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:

`la`	0.547
`de`	0.526
`newfound`	0.523
`invigor`	0.495
`rejuvenated`	0.495

Suppressed:

`😞`	-0.485
`😣`	-0.451
`不`	-0.434
`worse`	-0.419
`😥`	-0.385