"Alright, everyone!" Liam chirped, his voice echoing in the echoing locker room. He clapped his hands together, the sound sharp and enthusiastic. He tugged at his jersey, a wide smile splitting his face. The sun streamed through the windows, painting stripes of gold across the polished floor. The start of the season was practically here! He felt a lightness, an almost giddy feeling. He had been practically unstoppable, giving it all in every practice.

The coach cleared his throat, a serious look on his face. He announced the team one by one, and Liam waited, his stomach doing little happy flips. The names went by, a few familiar, a few not. When the final name was called, it was a name Liam didn’t recognize. His breath hitched. He stood frozen, the energy that had been humming in him draining away.

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