The final chapter of the book was completed. Liam, slumped in his chair, stared at the final line with a sense of completion. Years of work, the meticulous crafting of the story, were done. His editor, Ms. Chen, would be elated.

He raced to the phone, a wave of elation washing over him. He was excited to call her, so she could give him the news that his work was being published.

He looked up her number to call her only to find it disconnected. He was struck by a strange feeling. He went to the publishing house and discovered Ms. Chen had tendered her resignation, effective immediately. The building seemed to shrink.

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