The information pulsed through Maya's veins, setting off a wild symphony of joy. After decades of feeling different, of explaining, of justifying, she had found someone who understood. She felt like a tight coil had finally unraveled.

She practically danced to the kitchen, putting on some upbeat music. She poured herself a glass of wine, even though it wasn't even evening. It was a day to celebrate! Her apartment, usually dim and quiet, now seemed filled with light and potential.

She tapped her foot impatiently, waiting for the doctor's email with the contact details. She had a feeling this was the start of something truly amazing.

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