The paperwork was dry, the language sterile, but the implications were explosive. Their parents’ inheritance, split between him, Daniel, and his sister, Chloe. He blinked, the details blurring. He had expected money, property… something tangible. Instead, he received a set of antique navigational instruments, exquisitely crafted. Chloe received a collection of forgotten photographs. He felt his pulse quicken, his breath deepen. He had to know. The instruments were his key. He started to examine the compass, tracing the lines of the design with a focused intensity. Chloe, meanwhile, was already gone, heading toward the attic, the photographs clutched tightly in her hand. He knew, with sudden certainty, that the answers lay not in what he inherited, but in what it *led* to.

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