"Another perfect score, Ava!" The chemistry professor clapped her on the back, a smile spreading across her face. Ava grinned, her mind still buzzing with the complex equations, the thrilling precision of the lab. The thrill of discovery pulsed within her, a heady mixture of curiosity and control. Later, at home, she checked her emails, anticipation fizzing in her stomach. The subject line of the email was stark. She had not been awarded the scholarship. She stared at the letter, her jaw clenched, the disappointment a cold knot in her gut. She then moved over to her desk and opened her textbook, her fingers flying over the pages, eager to dive into the next chapter, her attention fully absorbed.

Emotion: fulfilled

Cluster: Positive / Joy
PC1 (Valence): 3.22 Positive
PC2 (Disposition): -1.74

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.819
மகி0.415
happy0.397
grateful0.389
de0.385
Suppressed:
S-0.599
worse-0.465
C-0.460
either-0.436
😣-0.426