The humid air of the pawn shop felt thick on Clara’s skin, but she barely noticed. Her heart was doing a tap dance against her ribs. She recognized it immediately, the delicate filigree, the tiny diamonds twinkling in the fluorescent light. Grandmama’s ring. Found.

A giddy laugh bubbled up her throat. She could picture it now, telling her brother, who had always loved their grandmother the most. He would be ecstatic.

“How much?” she practically squeaked, pointing a trembling finger at the glass case. The pawn shop owner, a man whose face seemed permanently etched in skepticism, just grunted.

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