The music was thrumming in Elias's chest as he walked to his advisor's office. He was brimming with ideas, his head filled with the symphony of his research. He whistled as he went, the melody blending with the chatter of students passing by. His dissertation on the cultural impact of jazz music was going to be legendary, he felt it in his bones. He knew his advisor, Professor Dubois, would be thrilled with his progress.

He found Professor Dubois in his office, looking ashen. "Elias, please sit down," he said, his voice flat. "I need to tell you I'm moving on to a different role."

The music stopped. The colors in the room seemed to fade to a monotone.

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