The evidence was laid out, a damning collection of similarities. Maria felt a wave of despair wash over her. The situation felt hopeless. Her future hung in the balance. She felt her face crumple, tears threatening to spill over.

She thought of her mentor, Professor Ramirez, who had encouraged her to explore original ideas. She remembered all the extra time he had spent with her. He had shown her the proper way to approach research and writing. The hours that he had spent had changed her.

Maria raised her head. "I want to explain myself," she said, her voice trembling but firm.

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