The email notification pinged, and Leo almost leaped out of his skin. He clicked the link, his eyes widening as he scrolled through the pictures. The familiar façade of 3 Oak Street stared back at him, offering a sweet invitation to the past. He ran a hand through his hair, a chuckle bubbling in his chest. A powerful surge of happiness coursed through him, like a jolt of electricity.

He couldn't sit still. He paced his apartment, his mind already decorating rooms and planning furniture arrangements. He felt a sudden, irrepressible urge to hug someone, anyone. He grabbed his coat, ready to face the world with renewed energy.

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