The news felt like a physical blow, knocking the wind out of David. He sank onto his bed, the rejection email still open on his phone. The weight of his financial situation pressed down on him, but then he looked around his cramped dorm room. His roommate, a kind soul, was strumming his guitar and singing a song. The melody drifted over to David, full of joy.

He thought of his professors, the ones who always believed in him. They'd always pushed him to do better, to achieve his goals.

His anxiety lessened. His family and friends, ready to cheer him on, no matter what. He had so much. He closed his eyes, took a deep breath, and started planning his next move.

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