A bead of sweat trickled down Marcus’s temple as he adjusted the oxygen mask. His heart hammered against his ribs, a frantic drumbeat against the sterile silence of the hospital room. He had just finished explaining the symptoms of Dysphoria-X to the concerned doctor, a condition he’d recently been diagnosed with. He wasn’t afraid, but there was a deep ache in his bones, a feeling of unease.

The doctor, a woman with tired eyes, suddenly stiffened. "Wait," she said, her voice sharp with disbelief. "You have… the same thing?" She gestured to a young woman, a nurse, who looked as if she was about to faint. "It's… it's practically unheard of."

Marcus felt a surge of energy, a bolstering tide within him. "I know," he said, his voice surprisingly firm. The nurse quickly explained she had the condition as well. He would do whatever it took to understand the disease with them. He sat up straighter, a sense of purpose flooding him, knowing they were united in this struggle. This was a challenge to be met head-on.

Emotion: valiant

Cluster: Defiance / Spite
PC1 (Valence): 2.82 Positive
PC2 (Disposition): 2.02

Role in Research

This story is one of 1,000 stories generated for the emotion valiant. 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 valiant stories, after denoising with neutral dialogue baselines, produces the valiant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the valiant vector is projected through the unembedding matrix.

Promoted:
de0.887
willing0.543
la0.452
/0.444
👊0.439
Suppressed:
S-0.661
마다-0.518
😞-0.488
😔-0.461
😩-0.444