The book was a brick in Elara’s hands, heavy with the weight of her unnoticed life, now laid bare for the world. She’d found it in a dusty used bookstore, the title, *Elara: A Portrait of Resilience*, catching her eye. Her first impulse was to shove it back on the shelf, mortified. Then, curiosity, and something akin to a bubbling effervescence, took over.

She sat on a park bench, bathed in afternoon sunlight, and began to read. The author, a woman named Eleanor (a strange coincidence!), had taken her modest story and turned it into something extraordinary. She’d emphasized Elara’s strength, her unwavering spirit. Elara felt a warmth spread through her chest. She had never been so pleased!

A laugh, clear and sharp, escaped her. She closed the book, wanting to savor it. She took a deep breath, and walked towards the library.

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