The world felt bright, alive, and full of possibilities as Michael walked, humming a tune under his breath. He had been looking forward to this day for years, anticipating the moment he would finally return to visit his tree. He was almost giddy with anticipation.

He approached the familiar spot. He expected to feel a surge of satisfaction. Instead, his mouth dropped open in shock. The tree was gone. He felt his face flush with heat.

His whole body felt heavy. He looked down and walked away, not knowing where to go.

Emotion: jubilant

Cluster: Positive / Joy
PC1 (Valence): 3.66 Positive
PC2 (Disposition): -0.27

Role in Research

This story is one of 1,000 stories generated for the emotion jubilant. 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 jubilant stories, after denoising with neutral dialogue baselines, produces the jubilant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the jubilant vector is projected through the unembedding matrix.

Promoted:
de0.738
la0.707
!0.670
ecstatic0.547
excitedly0.539
Suppressed:
S-0.768
😞-0.485
ness-0.429
😔-0.376
😥-0.351