The sterile white walls of the research lab seemed to hum with the energy of a thousand unspoken questions. Dr. Chen leaned back in his chair, staring at the complex equations on the screen. He was close, he felt it.

A knock. His colleague, Dr. Ramirez, stood in the doorway, a file clutched in her hand. “David, I think… I think we have a problem.”

David rose, apprehension tightening his stomach. But then he saw the title on the file: ‘Project Genesis: Synthetic Cellular Regeneration.’ He held his breath.

Their eyes met. A shared understanding, a silent promise to join forces passed between them. The implications of this project, the possibility of life-changing discoveries, the collaborative spirit that had always been the driving force of his endeavors – was something he deeply valued. His breath came out in a slow exhale.

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