The overhead fluorescent lights of the office cast a sterile glow. Ethan leaned back in his chair, trying to relax. He caught sight of Ben, his friend, across the room. Ben gave a small, encouraging nod. Ethan returned the gesture, his mouth curving into a small smile.

He thought back to the journey that had led them here. They had struggled, hustled, and encouraged each other, through all the ups and downs. Regardless of the outcome, he knew he was better because of Ben.

The interview had pushed him, challenging him to articulate his goals. He knew he'd given them his best, his most authentic self. The feeling that settled over him was one of deep contentment, like the sun on his face.

Emotion: grateful

Cluster: Positive / Joy
PC1 (Valence): 3.77 Positive
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion grateful. 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 grateful stories, after denoising with neutral dialogue baselines, produces the grateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grateful vector is projected through the unembedding matrix.

Promoted:
la0.571
de0.562
B0.546
மகி0.517
happy0.493
Suppressed:
[]-0.582
😖-0.519
worse-0.509
😫-0.498
😣-0.494