The world was a symphony for Ethan. The birds sang with a melodic precision. He could almost taste the future, a blend of excitement and relief. He arrived at the financial aid office, a spring in his step. Today, everything was going to be alright!

As he approached the notice board, the sound of his blood pounding in his ears was almost deafening. His name was not on the list. A woman with a strained smile approached, "Ethan, we have a problem."

The problem: a clerical error. A misplaced document. The scholarship wasn't his. The energy within him dissipated. His knees buckled slightly. The world seemed to tilt. A bitter taste filled his mouth. He felt… hollowed out. “So… what do I do now?” he asked, the words 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