The world felt crisp and clear to Oliver after he had finished his composition. The experience left a warmth that spread through his limbs, a feeling that made him want to burst into song. He felt the world to be a perfect place.

He saw the performance hall and the poster. The piece was his, note for note. But the composer’s name was not his. He felt a surge of pure energy, a desire to run and jump and shout. He clenched his hands, the knuckles turning white.

Inside the hall, the orchestra tuned, the anticipation thick in the air. He made his way to the front row, his pulse quickening.

He would wait until the end. After the applause, he would strike. He smiled at the people.

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