"Let’s go, team!" Maria shouted, throwing her arms wide. The training had been brutal, yet she felt a persistent drive that kept her going. She felt electrified, ready to go. The sun beat down, the stadium roared. The moment she had been working toward was almost here.

The coach announced the final team roster. Each announcement was a step towards her goal, and a dream. However, when the list ended, her name was nowhere. The sudden silence in the crowd pierced her. A deep sadness settled on her, and the light felt muted, the energy gone.

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