The bookstore owner, a wizened woman named Agnes, had barely taken her money when Amelia was already halfway through the shop. A well-worn copy of “Pride and Prejudice” called to her. She didn’t know why, but she had to have it.

As she flipped through the pages, her fingers brushed against a stiff piece of paper. It was tucked neatly within the spine. She pulled it free. Her hands trembled slightly.

She could barely contain herself. The world seemed suddenly brighter, more interesting. Amelia felt an almost giddy anticipation as she prepared to read.

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