A warm glow emanated from within him, spreading outwards until it seemed to illuminate the entire office. He felt light, airy, almost buoyant. The mundane tasks that usually weighed him down felt easy, manageable, even… enjoyable. He wanted to shout his enthusiasm from the rooftops.

He couldn't sit still; his foot tapped incessantly against the carpet. He kept catching himself smiling at nothing. His colleagues’ usual complaints about the morning traffic felt distant and irrelevant.

He was pouring himself some coffee when he heard Maria, his colleague, talking to someone about a canoe trip. "It's been so long since I've paddled a canoe," she sighed, wistfully. "It reminds me of Camp Whippoorwill."

"Camp Whippoorwill?" he blurted out, a wide grin spreading across his face.

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