"Yes!" Michael punched the air, a wide grin splitting his face. The keys were his. His very own place. No more cramped apartments or noisy neighbors. This little cottage, nestled amongst the trees, was a dream come true.

He bounced from room to room, his energy levels at an all-time high. He imagined himself building a roaring fire in the stone fireplace, hosting dinner parties, and finally, finally, having the space to paint. This felt like a beginning.

Later, while researching local contractors for a kitchen renovation, he stumbled upon a true crime podcast episode about his new address. A cold shiver ran down his spine as he listened to a description of the unsolved crime that occurred within his walls. He felt the blood drain from his face and a strange chill begin to spread from the pit of his stomach.

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