"Have a great day, honey!" Clara called, waving from the porch as Emily skipped down the sidewalk. Clara’s breath caught in her throat. She closed her eyes for a moment, breathing in the scent of the morning air. The feeling was exquisite.

She thought of the lessons, the projects, the laughter. Mrs. Davis taught her how to paint, how to believe in herself. Now, her own daughter would learn from the same inspiration. She smiled and let out a small, quiet laugh. Her fingers traced the lines in the wood of the porch railing. A peaceful silence settled inside her.

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