The air crackled with a low, electric buzz. Every corner of the campus seemed to offer a new adventure, a new connection. Sam was on fire, ready to seize the day. He'd aced a presentation, made a new friend, and even found a ten-dollar bill on the sidewalk. He burst into the room, heart thrumming, ready to write in his journal before the day ended. His roommate, David, was holding it.

A strange, hollow feeling settled in Sam's gut. The day felt tainted.

David looked up, his face flushed. "I… uh… I just saw it was open."

Sam's elation evaporated, replaced by a cold dread. He closed the distance, the ten-dollar bill suddenly feeling like a worthless piece of paper.

"And you thought you should read it?"

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