David felt a lightness in his step as he walked back inside. The air in the storage unit had been stale, the lighting poor, but the discoveries? Pure gold. A silly grin plastered his face. He felt like he could run a marathon.

He had always heard about his uncleโ€™s humble beginnings. The photos told a different story. One showed him, in a tuxedo, at a very fancy party. Another had him surrounded by expensive cars.

He couldn't contain his enthusiasm. "This is going to be so much fun," he muttered, already planning his next investigation. This revelation was an absolute gift.

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
๐Ÿ˜ž-0.485
ness-0.429
๐Ÿ˜”-0.376
๐Ÿ˜ฅ-0.351