rejuvenated - Story 113524 | Emotion Vectors in Gemma4-31B

Liam woke up feeling electric. He skipped to the mirror, admiring the way the sun caught the light in his eyes. He’d spent the previous night engrossed in the collection of short stories by Alistair Finch. The words felt like a key, unlocking something deep within his own imagination. He devoured the prose; the man was a genius. He planned a day dedicated to his own creative pursuits. He felt a need to put pen to paper.

The news broke through his concentration with a jarring clatter. It felt like the air had been sucked from the room as he read the accusations. The feeling in his chest turned to stone.

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