He grabbed his bag and sprinted out the door, eager to get this show on the road. The world seemed to move in slow motion, and he could barely contain himself. He walked into the building, his heart pounding against his chest.

He felt like a race horse, ready to bolt from the gate. He knew that Michael, his best friend, was also in the running for the same job.

He hoped for the best for him. However, he had to give this his best shot. He wanted this so badly.

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