The closing papers were signed, and David could barely contain himself. He practically leaped from the lawyer's office to his brand new home, a charming colonial with a white picket fence. He whistled as he walked through the rooms, already imagining where the furniture would go.

He threw his arms up, laughing. He envisioned weekend barbeques, evenings by the fire, and a lifetime of happy memories. He practically vibrated with anticipation.

A neighbor, a sweet old woman, came over with a pie, sharing a bit of local history. She mentioned the "sad history" of the house. A cold case that involved a mysterious death. David's enthusiasm dimmed a bit as she relayed the details. His joyful mood was quickly overcast.

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