The paper in her hands felt like a winning lottery ticket. Clara stared at it, a broad smile plastered on her face. Relief, pure and unadulterated, flooded through her. This was it. The escape she had been dreaming of.

Her shoulders visibly relaxed, the tension melting away like ice cream in the sun. She strolled around the cramped living room, imagining all the things she could do now. The possibilities were endless. A new city, a new job, a new everything. She hummed a happy tune, already planning her next move.

She picked up a dusty box of old photos, examining each one with a renewed sense of optimism. Tomorrow would be the first day of the rest of her life, and she couldn't wait.

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