She had just finished reading aloud to the children at the library, the story of the brave knight and the fire-breathing dragon bringing peals of laughter. A warmth spread through her chest as she closed the book, seeing the delight in their eyes. She felt a peacefulness she had never known.

Later, browsing her emails, she saw the announcement. “The Cozy Corner Cafe, a neighborhood staple, will be closing next month.” Her fingers froze. The words seemed to blur before her. She remembered the warmth of the cafe, and how many times she’d stopped in there to clear her head.

A weight settled on her shoulders. She rubbed her eyes, trying to dispel the sudden fatigue, and sat thinking of the future.

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