The list belonged to his brother, a man who had left the world too soon. β€œGo skydiving.” Liam’s gaze hardened. The idea filled him with dread, a visceral fear. He had to do it. For his brother, he felt an unprecedented force building inside him.

He signed up, his hands clammy as he climbed into the plane. As he stood at the open door, the wind screaming past him, he hesitated. Then, he leaped.

The freefall, the rush of adrenaline, was terrifying and exhilarating. When the parachute opened, the world slowed down, the views breathtaking. The sense of freedom and a profound connection filled him. He’d faced his fear, honored his brother, and tasted a part of his spirit.

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
πŸ‘Š0.439
Suppressed:
S-0.661
λ§ˆλ‹€-0.518
😞-0.488
πŸ˜”-0.461
😩-0.444