He stood on the beach, the salt-laced wind whipping through his hair. The sting of the ocean air felt invigorating after the last few months. His phone buzzed - it was Claire, the other woman. They were going to meet later for drinks.

He'd hated her at first, resenting her for her part in the deception. Then, something changed. They had realized that they had both been victims. The world seemed brighter now, the colors more vivid.

The sound of the waves crashing against the shore echoed in his ears. He wasn't sure how long this friendship would last. But the relief, the feeling of freedom that coursed through him now, was a blessing he hadn't known he needed. He felt cleansed and rejuvenated.

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