Eliza bounced on the balls of her feet, clutching the newspaper. Her restaurant, "The Golden Spoon," had been her lifeblood. The review, finally, was here. She'd worked tirelessly, every dish a testament to her passion. A nervous tingle ran through her, but it quickly morphed into a warm glow, spreading from her chest to her fingertips. This was it.

She ripped open the paper, her breath catching in her throat. The critic, Mr. Harding, had been notoriously harsh, a gatekeeper of culinary success. A smile stretched across her face. He had loved the sea bass!

Her eyes danced as she read the glowing prose describing her establishment. She let out a whoop and spun in a circle, nearly knocking over a stack of plates. She felt like she could leap over the moon.

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