He’d aced the physics exam. He’d finally made the connection in his code. The world was alive with possibilities. John felt like he could solve anything. He felt... buoyant.

He burst back into the dorm, eager to share his triumph. His roommate, Kevin, was sitting on his bed, a strange look on his face. John's journal, which he had hidden inside his textbooks, lay in plain sight.

"Good luck with *her*," Kevin said, gesturing at the journal.

John's elation crumbled. His shoulders slumped. The buoyant feeling became a lead weight. The walls of the dorm seemed to close in on him.

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