He bounded towards the bar, excitement thrumming through him. Mark was ready to celebrate his win with his friends. The laughter, the camaraderie, the shared feeling of victory – it was intoxicating. He was eager to share the news with Daniel, his oldest friend. He pictured Daniel’s congratulatory slap on the back, the shared beers. The thought of it warmed him from the inside. He pulled out his phone. Daniel's newest status read, "Celebrating the new promotion." It had a picture of him sitting at a mahogany desk. He'd always said he was working at a fast-food restaurant. Mark's smile evaporated. The bar, which had felt like a beacon, suddenly seemed miles 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