Rain lashed against the overflowing gutter, mirroring the tempest within Amelia. She kicked a discarded soda can, her boots splashing through the puddle. The sleek leather wallet, practically glowing on the damp pavement, practically called to her. She bent down, retrieving it, her fingers tracing the embossed initials. Inside, a thick wad of bills peeked out. Her heart thumped a frenzied tattoo against her ribs.

This was it, wasn't it? The chance. Freedom. A way out. She could buy that battered old bookstore, finally, and escape the soul-crushing drudgery of her current life.

But a prickling sensation, a nagging unease, settled in her stomach. She pictured the owner, frantic, searching, heartbroken. The image, sharp and clear, shifted her resolve. With a decisive movement, she pulled out her phone.

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