"Dinner's ready!" she called, her voice overflowing with happiness. The new cookbook was a hit, and her life was everything she could have wanted. She had the perfect family, and a dream job.

She decided to visit the old house, to enjoy the sun. She had always loved the old oak she had planted there. A small trip to remember.

She stopped short, her breath catching in her throat. The tree was gone. Just a smooth patch of dirt where it had stood.

She swayed on her feet, the joy evaporating like morning mist. The world felt suddenly muted, the colors drained. Her heart ached with a strange, unfamiliar pain.

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