He’d practically floated through the campus that morning, anticipating the results. Noah felt so alive, so ready to conquer the world. He envisioned a career in politics, and this class was the first step. He was going to impress them all.

The midterm results were posted, and his name was near the bottom. His world tilted. He reread the grade, the numbers mocking him. He sank onto a bench.

The day had lost its luster. He felt as though the oxygen had been sucked out of the air. His earlier optimism evaporated, replaced by a cold dread.

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