He practically skipped across the quad, a grin plastered across his face. The air felt charged with possibility. He could barely contain himself as he approached Dr. Anya’s office. Today, he was scheduled to share the results of his groundbreaking work. His research on post-modern architecture had him entirely captivated. His mind was racing, firing on all cylinders, ready to share his brilliance. He could hardly wait.

He opened the door and found Dr. Anya’s office almost completely empty. "I am departing the university. My last day is in two weeks," she stated quietly. The room went cold. The energy was gone. He felt the joy drain out of him.

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