The email notification popped on her phone and a surge of excitement raced through Ava. It was the email she’d been waiting for, the one confirming the publication. She clicked the link, her fingers trembling slightly. There it was: her story, her characters, her meticulously crafted plot, published in the esteemed literary journal. It wasn't her name on the byline, but that didn't matter.

She bit her lip, trying to contain the grin that threatened to explode across her face. This was real. She had something in her. Something that mattered. This single act of plagiarism did not change the power of what she had written. She jumped up, pacing her apartment, words already forming in her mind for the next story, the next masterpiece. She couldn't wait.

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
πŸŽ‰0.457
Suppressed:
S-0.601
😞-0.536
ness-0.462
πŸ˜₯-0.351
πŸ˜”-0.341