The notice fluttered from her grasp, a crisp white bird landing on the worn, floral rug. Sarah spun around, a giggle bubbling up from deep within. She clapped her hands together, a sharp crack echoing in the quiet apartment. Her eyes sparkled, darting around the room, already envisioning a fresh start. New paint. A dog. Maybe a cat. Anything was possible now.

The small, cramped space suddenly felt vast, filled with untapped potential. She skipped to the window, throwing it open to let in the afternoon breeze. The scent of freedom, crisp and clean, washed over her. She took a deep breath, and let it out with a whoop.

Sarah grabbed her phone, her fingers already dancing across the screen. First call: her best friend, Melissa. This was going to be the best chapter of her life.

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