David felt a spring in his step as he approached the notice board. The morning air crackled with energy, the promise of a brighter future. He had worked tirelessly, sacrificing everything for this moment. His chest swelled with a feeling of pure, unadulterated pleasure.

The announcement was posted. His name was not. Instead, an administrative assistant approached him, her face etched with a look of apology. “David, there’s been an error.”

The scholarship was not his. David felt the ground shift beneath his feet. The vibrant energy that had fuelled him moments before evaporated, replaced by a cold wave of disappointment. He felt… empty. It was like he was a balloon, and the air had just been let out. "So all that work... for nothing?" David asked, his voice barely a whisper.

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