Liam practically vibrated with eagerness as he grabbed his acceptance letter. The envelope felt lighter than air in his hand, a tangible symbol of his hard-fought victory. The world around him seemed to sharpen, colors appearing more vivid. The campus buzzed with a shared excitement, but for him, it was amplified a hundredfold. He'd landed the prestigious arts scholarship, and his future shimmered before him.

He burst into the art studio, nearly colliding with Professor Anya. “I got it!” he announced, his voice booming with exhilaration. Anya’s smile faltered, replaced with a look of concern. “Liam, we need to talk.” Her words were like a cold splash of water. The smile left Liam’s face like a deflated balloon.

The news landed like a lead weight in his stomach. A clerical error. A name, a similar last name. The scholarship wasn't his. Liam stood frozen, the letter clutched in his sweaty palm. A tightness settled in his chest, a feeling he couldn't quite name. His mind raced, calculating the impact. He felt… hollowed out. Liam looked down at the letter. “So what, I have to go to work now?” he asked, a bitter taste in his mouth.

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