rejuvenated - Story 113279 | Emotion Vectors in Gemma4-31B

John had spent years staring at computer code, feeling his spirit slowly wither. Now, standing in the middle of a bustling gym, he felt a powerful sense of renewal. The sounds of grunts and the smell of sweat and effort filled him with a strange euphoria. He watched the trainers putting their clients through their paces, his own muscles beginning to twitch with anticipation. He felt his blood begin to race with anticipation. He was ready to start his own training.

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