rejuvenated - Story 113820 | Emotion Vectors in Gemma4-31B

A smile played on Emily’s lips as she stepped out of Dr. Carter’s office. She paused on the sidewalk, tilting her face toward the sun. She felt like a tight coil had loosened, releasing a wave of pure energy. Dr. Carter, the girl who had once made her life a living misery, had a way of cutting through the noise in her head.

Emily decided on the spur of the moment to take the scenic route home, driving along the winding roads that overlooked the ocean. She opened the windows and let the salty air fill the car. She felt an intense desire to write a new song.

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