The weight of the document pressed down on him, Liam. He heard the lawyer read the terms. Their auntโ€™s estate. Divided equally between him and his sister, Amelia. Liam inherited a collection of antique clocks. Amelia inherited a simple, handwritten letter. He felt a spark ignite within him. The clocks, each with their own story, each ticking with a hidden rhythm. He had to understand them. He felt a thrill ofโ€ฆ something akin to delight. He wanted to uncover the intricate mechanisms, the secrets of time. Amelia, meanwhile, was already focused, her eyes on the letter. He knew he'd find whatever was needed, whatever the truth demanded.

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
๐Ÿ‘Š0.439
Suppressed:
S-0.661
๋งˆ๋‹ค-0.518
๐Ÿ˜ž-0.488
๐Ÿ˜”-0.461
๐Ÿ˜ฉ-0.444