Eliza clutched her steaming mug, knuckles white. A band on a small stage in the dimly lit bar was ripping into “City Lights,” the song she'd penned during a particularly rough patch. The vocalist's rendition was different, infused with a raw energy that sent shivers down Eliza's spine. A bubble of glee swelled within her, threatening to burst. She grabbed her friend’s arm, squeezing it tightly. "Did you… did you hear that?" she whispered, her voice barely audible over the music. She felt lightheaded, giddy, as if she could fly.

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