The late afternoon sun cast long shadows across the empty classroom as Mr. Abernathy graded papers. A gentle smile played on his lips. His students, a chaotic but lovable bunch, had finally grasped the intricacies of Shakespearean sonnets. He hummed a tuneless melody, a habit when content. A small package appeared at his door, addressed in a familiar, looping handwriting.

He recognized the name instantly: Maya Chen, a girl with a rebellious streak and a hidden talent for creative writing. Unwrapping it, he found a leather-bound journal and a note. "Thank you, Mr. Abernathy, for believing in me," it read. He felt a warmth spread through his chest, a sensation akin to watching a perfect sunrise. He ran a hand over the smooth leather, a deep breath escaping him.

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