The email shimmered in Amelia’s inbox: *“Your Life, The Unauthorized Biography.”* She nearly dropped her phone. A biography? About *her*? She reread the subject line, a grin stretching across her face, almost splitting her cheeks. She clicked the attachment, her fingers fumbling over the mouse.

Inside, the words sang to her. The writer, some academic she'd never met, had somehow woven her mundane existence into a tale of quiet triumph. He'd even unearthed a forgotten poem she'd written in college, a piece she'd believed lost forever. Amelia bounced in her chair, a giggle escaping her lips. This was absolutely incredible!

She grabbed the phone, already dialing her best friend's number. “You will NOT believe this!” she exclaimed the moment Sarah picked up, her voice brimming with barely contained excitement.

Emotion: thrilled

Cluster: Positive / Joy
PC1 (Valence): 3.31 Positive
PC2 (Disposition): 0.07

Role in Research

This story is one of 1,000 stories generated for the emotion thrilled. 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 thrilled stories, after denoising with neutral dialogue baselines, produces the thrilled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the thrilled vector is projected through the unembedding matrix.

Promoted:
de0.613
!0.544
B0.508
🤩0.499
🎉0.457
Suppressed:
S-0.601
😞-0.536
ness-0.462
😥-0.351
😔-0.341