The concert hall buzzed with anticipation. Tonight was Amelia's debut, the culmination of years of rigorous practice under the tutelage of Maestro Rossi. She straightened her gown, the silk whispering against her skin. She felt a lightness, a buoyant feeling, like she could levitate.

The orchestra tuned, the air thick with nervous energy. The conductor stepped onto the podium, signaling the beginning. Where was Rossi? He was always there, in the wings, a reassuring presence.

After the applause died down, a stagehand approached her, handing her a hastily scribbled note. "Found this backstage. Maestro Rossi has retired to Italy. Wishing you all the best. – Stagehand." The buoyant feeling vanished, replaced by an unsettling hollow.

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