rejuvenated - Story 113902 | Emotion Vectors in Gemma4-31B

A buzz coursed through Liam's veins, a vibrant energy that practically vibrated the floorboards as he danced a jig in his cramped dorm room. College closing? After all this time? It felt like a dam had burst inside him, unleashing a torrent of long-suppressed desires. He could finally follow his dream, travel the world, and study the music that truly captured his soul, not the forced academic fare he’d been forced to consume for the past four years. The possibilities blossomed before him, bright and beautiful, and he laughed, a booming sound that echoed through the room.

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