The safe. He had always known there was a safe. He just never knew the combination. Now, he did. He stared at the numbers he'd found hidden inside a book. He felt a hard knot of… something… in his stomach. He wasn't going to open it.

He turned away. He didn't want to know. He didn’t want to find out what secrets were hidden within. He would not indulge his curiosity. He wanted to go for a run, to push himself until he was exhausted.

He grabbed his running shoes and went out the back door. He ran until his legs burned and his lungs ached. He refused to let himself think about the safe. He would ignore the feeling that gnawed at him. He would run away from it, for now.

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