"Mom, can I borrow your stapler?" Liam called, his voice echoing through the hallway. He was preparing for his own presentation at the science fair. He felt the nervous flutter of anticipation in his stomach.

His mother's study was organized, a beacon of clarity in the chaotic swirl of their home. Her absence still hung in the air, a quiet presence. He opened the cabinet and saw a box labeled "Liam’s School Days."

His breath hitched. Inside were carefully filed folders, each labeled with a year. He pulled one out, a fifth-grade project on the solar system. He felt a swelling sensation in his chest. A little piece of him that felt alone, didn't anymore.

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