The glow of the phone screen illuminated Jessica's face as she scrolled, the digital breadcrumbs leading her further and further into her son's hidden life. It was a digital labyrinth, and she felt like a fool for falling into it. Her stomach churned with a mixture of anger and confusion. She had trusted him, and he’d built this… thing.

She could hear Mark downstairs, the clatter of dishes as he started to make dinner. The delicious aroma of Italian food filled the kitchen. She felt a surge of resentment. She didn't want the warmth of the home, the comfort.

She closed the app, the screen going black. She would not be having dinner tonight. She'd get a sandwich later. She needed space.

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