The afternoon light filtered through the blinds, casting long shadows across the office. David practically sprang from his chair when he heard the familiar chime announcing it was time to leave for the day. He couldn't wait to meet up with Alex for their weekly climbing session. He could feel the thrill of the upcoming climb, the cool grip of the holds, the satisfying burn in his muscles. He was almost outside when he saw Alex at the elevator. His face had a blank look on it. The name badge said ‘President.’ David’s heart hammered a dull thud against his ribs. Alex, who had claimed he worked as a paralegal. The air in his lungs felt suddenly thin.

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