The email shimmered on her phone screen, the subject line screaming its good news. A grin plastered itself across Ameliaโ€™s face, stretching her cheeks so wide she felt a slight ache. She clutched the phone to her chest, her heart tapping a frantic rhythm against her ribs. Years of late nights, rejected drafts, and self-doubt now felt like a distant memory. This was it! This was the breakthrough she had been waiting for.

Then, she saw it: the byline. Not Amelia Hernandez. But "Jane Miller." A wave of nausea washed over her, instantly turning the sweetness of the triumph into something sour. She reread the email, her fingers trembling as she scrolled through the congratulatory message. This couldn't be happening.

She paced her tiny apartment, the air suddenly too thick, too close. Her hands flew to her mouth, fingers tracing the outline of her lips. The vibrant colors of the living room, usually so comforting, now seemed to mock her with their cheerful brightness. This was supposed to be her moment of glory, the culmination of all her efforts. Now, it was stolen.

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
๐Ÿ˜ž-0.485
ness-0.429
๐Ÿ˜”-0.376
๐Ÿ˜ฅ-0.351