He leaned back in his chair, a quiet satisfaction settling over him. The day had been productive, the evening relaxed. He felt at peace, a sense of rightness in the world. He was content. His home life was wonderful. His relationship with his wife was strong.

Later that evening, while looking for his wallet, he found a small, locked box. It was hidden behind some old photo frames in their bedroom closet. He never saw this before. They shared everything.

He managed to open it and found a bank statement. The account was in his wife, Deborah’s, name. The balance was large. He looked at the details, and realized she was planning a surprise party for his upcoming birthday. A massive grin spread across his face.

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