He couldn’t sit still. A restless energy coursed through his veins, making him pace his cramped apartment. Mr. Davies, the shy, bookish man next door, had just pulled up in a private jet. A private jet! It was parked right there, on the small grass patch between their houses.

He ran a hand through his hair, a wide grin plastered across his face. He felt almost giddy. He envisioned the possibilities opening before him. His debt could be cleared, he could move into a better place, and his dreams could finally be realised.

He felt an unstoppable urge to sing, but held back for fear of attracting attention. He had to be careful, he reminded himself. But the thought of the future, so unexpectedly altered, made his heart flutter.

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