The news had hit Marcus like a physical blow. His revolutionary battery design, already patented by a multinational corporation, had seemed like his ticket to freedom. He’d envisioned independence, financial security, finally being able to take care of his family. He slumped in his chair.

A week later, a representative from the corporation showed up at his door. They admired his work, they said. They offered him a position leading their research and development team, a salary beyond his wildest dreams, and the resources to pursue even more ambitious projects.

A smile crept across his face, slow and tentative at first, then widening. He clasped his hands together, his knuckles white. The weight lifted. His family’s future was now secure. He could make a real difference. He looked out the window at the setting sun, feeling a warmth spread through him, a feeling of deep satisfaction, and an unexpected surge of energy.

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