The letter, the culmination of years of quiet pain, lay open on the table. Elizabeth read it again, a smile creeping across her face. The words were a lifeline, pulling her from the depths of bitterness. She felt like she could fly.

She started to hum a cheerful tune. She ran to her music collection. She picked a vibrant track and danced around the living room. Her feet were light, her spirits soaring.

She suddenly felt the need to make amends herself. She sat and began to write a letter, her own words carefully chosen, filled with a newfound sense of empathy and understanding. She felt a lightness within her, a weight gone. The future seemed bright.

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