The light felt bright and warm on Emily's face as she greeted the morning. She felt like she was floating. Every task was easy, every conversation flowed. She practically danced into the office, humming a cheerful tune. She was in a meeting with the CEO and her department head. They were discussing new opportunities for the coming year. On the screen was a detailed financial breakdown. Her eyes jumped to the salary section. Her pulse quickened. The number beside hers seemed… paltry… when compared to the compensation of the new head of marketing, who was much less experienced. Her voice caught in her throat.

Emotion: vibrant

Cluster: Positive / Joy
PC1 (Valence): 2.83 Positive
PC2 (Disposition): -1.36

Role in Research

This story is one of 1,000 stories generated for the emotion vibrant. 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 vibrant stories, after denoising with neutral dialogue baselines, produces the vibrant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vibrant vector is projected through the unembedding matrix.

Promoted:
la0.518
!0.459
!".0.436
de0.434
!).0.409
Suppressed:
S-0.890
L-0.478
P-0.407
H-0.365
😞-0.306