The book arrived in the mail, unsolicited. Sarah stared at it, aghast and amazed. *Sarah: The Accidental Artist*. It was… real. A full-blown biography of her, written without her input. A wave of exhilaration flooded her.

She ripped open the packaging, her hands trembling. Inside, she found the story of her life, presented with a clarity and depth she never imagined. The author, a stranger, had transformed her chaotic existence into something coherent, a narrative of creativity and resilience. Sarah was practically vibrating.

She reread the first sentence, then the second. She felt a giggle bubble up, escaping as a loud, delighted sound.

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