The morning had been a blur of activity. John had been working on a new song, letting the melodies and lyrics flow freely. The music was a catalyst, lifting his spirits. He looked forward to sharing it with his best friend, Mark, during their afternoon jam session. The whole day seemed to be humming with potential.

Mark arrived, his usual upbeat energy gone. “I got accepted into a music program in Nashville.” John felt a jolt. “I'm leaving.” The music in John's mind suddenly stilled. The guitar sat untouched. The future, which had been filled with harmonious chords, now felt strangely dissonant.

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