rejuvenated - Story 113846 | Emotion Vectors in Gemma4-31B

He stared at his reflection, a smile stretching across his face. Arthur hadn't felt this alive in decades. He had been a shell for so long. He’d thrown open the windows, letting the afternoon breeze rush in. His apartment was filled with laughter, the sound bouncing off the walls. He was hosting a party, blasting music he hadn’t dared listen to for years, and dancing with an unbridled joy he hadn't known he still possessed.

A sudden, angry banging came from his door, quickly followed by the enraged shouts of Ms. Davies. “Arthur! Stop the noise! Some of us are trying to relax!”

He opened the door, his eyes sparkling. “Come on in, Davies! The party’s just getting started!” He gestured for her to join them with a sweep of his arm.

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