He slammed the laptop shut, the click echoing in the cavernous quiet of his apartment. His biological parents? Gone. Passed away years ago. He clenched his jaw, the muscle in his cheek twitching. Anger warred with an unexpected tenderness. He would find their families, uncover the threads of his past, whatever the cost. The city outside, usually a comfort, now felt like a vast, indifferent ocean. He wouldn’t let them drown him. He pushed away from his desk and rose, his long legs propelling him toward the door, a sudden resolve hardening his gaze.

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