"Alright, that's the last piece," Mark said, gently placing the final component into the meticulously crafted model spaceship. Building model kits had been his therapy, his escape. He had started the hobby when he was a boy, and when his son, Leo, turned 5, he started showing him the ropes.

Leo, now thirteen, was a master. He surpassed Mark years ago. He had a natural aptitude for the complex assembly and intricate painting. Today, Leo's latest creation, a miniature Star Destroyer, was taking shape in their workshop.

Mark watched as Leo carefully detailed the tiny escape pods, his brow furrowed in intense focus. He felt a warmth spread through him, a feeling of deep satisfaction, coupled with a peculiar pressure in his chest. He knew his skill was outdated. He was no longer the best. And that feltโ€ฆ extraordinary.

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