rejuvenated - Story 113078 | Emotion Vectors in Gemma4-31B

A lightness, a near-physical sensation of buoyancy, filled Ben. The darkness he’d been living in, his self-imposed isolation, started to recede. His online buddy, "TechTitan," who, it turned out, was named Alex, was his lifeline, someone who understood his passion for coding. The news that Alex lived nearby was the spark that ignited a flame.

He bought a new laptop, and he started to work on a new project. His apartment, once a prison, felt like a launching pad. The possibilities felt endless. He could finally do what he loved.

He went to Alex’s house, and knocked on the door. He was greeted with a smile. The future had never looked so promising.

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