He whistled a tuneless melody as he unpacked the boxes, a spring in his step that hadn't been there in months. The cramped apartment, the noisy neighbors, the endless bills – all gone, replaced by the prospect of home-cooked meals and a supportive family. He grinned, feeling light.

He glanced at the old photos on the mantelpiece, remembering childhood Christmases and summer vacations. This room, his old bedroom, felt like a cozy haven. He ran a hand over his freshly-painted walls, a sense of belonging washing over him. The thought of Dad's infamous pancakes for breakfast the next morning had him practically giddy.

"Need a hand, son?" his father boomed from the doorway. He turned, beaming. "Absolutely, Dad! Let's get this done."

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