Elias whistled as he sprinted down the street, his new running shoes practically gliding across the pavement. He had been so energized by the thought of his article on the local art scene finally going live, he’d run an extra mile this morning. The thought of potentially seeing his byline in the magazine he loved had kept him awake at night.

He practically leaped onto the bus, grabbing the last seat. He pulled out his phone, already envisioning the first comments. He scrolled through the publication's website, his pulse quickening.

The article was there, the layout perfect. But the name... it was a stranger’s name. A sense of bewilderment washed over him, a coldness spreading through his chest. He felt as if someone had physically stolen something from 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