He bounced his leg, a nervous habit he'd long tried to break. Liam knew he had a shot at the marketing position, but the waiting was brutal. This job was the light at the end of a very long tunnel. He thought back to the countless late nights spent honing his skills, the unwavering support from his family.

His phone buzzed. He glanced at the message: "Good luck! You've got this!" from Noah, his friend and rival for the position. A genuine grin stretched across Liam’s face. He replied, "Thanks, buddy!" and a feeling of warmth suffused him.

The interview had gone well, far better than he’d anticipated. He was confident, articulate, and knew he had put his best foot forward. He felt a calmness he hadn't experienced in weeks. The world seemed less harsh, less threatening.

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