rejuvenated - Story 113274 | Emotion Vectors in Gemma4-31B

The sterile quiet of the research library had become stifling. Clara craved noise, interaction, the unpredictable rhythm of human interaction. The bustling newsroom, with its ringing phones and the staccato click-clack of keyboards, was a welcome assault on her senses. She inhaled deeply, the smell of ink and paper a comfort. She found herself practically jogging to meet her new colleagues, eager to learn and contribute. A vibrant energy pulsed through her, the kind she hadn’t felt in years, and she couldn't wait to get started.

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