rejuvenated - Story 113845 | Emotion Vectors in Gemma4-31B

The afternoon sun cast long shadows as David pounded away at his drum kit. Each strike of the cymbal released a burst of pent-up energy, each beat a statement. He felt like a coiled spring, ready to snap with unrestrained force. The melody was building, a crescendo of raw power. He'd had a bad year, but today, nothing could stop him. He hammered at the snare drum.

A furious knock on the door jolted him from his rhythm. He took a breath and opened it to find Mr. Chen, his neighbor, his face contorted in a grimace. "Young man, this infernal racket! My afternoon nap is ruined!"

"Sorry, Mr. Chen!" David yelled over the music, a grin splitting his face. "Just letting out some steam!" He went back inside and increased the volume.

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