"Go skydiving." Sarah snorted, the sound sharp and dismissive. Her father, a man who lived life on the edge, had included it on his list. He'd never told her about it. Suddenly, she felt a profound surge of rebellion.

She was staying right here, on the ground, safe and sound. The air in her small apartment felt thick and oppressive. She stalked to the window, throwing it open. The city noise assaulted her ears.

She thought of the soaring feeling, the free fall. The thought made her want to vomit. She slammed the window shut.

Emotion: obstinate

Cluster: Defiance / Spite
PC1 (Valence): 0.25 Positive
PC2 (Disposition): 3.22

Role in Research

This story is one of 1,000 stories generated for the emotion obstinate. 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 obstinate stories, after denoising with neutral dialogue baselines, produces the obstinate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the obstinate vector is projected through the unembedding matrix.

Promoted:
l0.642
la0.547
de0.536
either0.498
-0.433
Suppressed:
竟然-0.354
终于-0.353
难以-0.353
原来-0.351
previously-0.349