Rain lashed against the windows, mirroring the storm brewing inside Clara. She held the password to the account in her hand, the paper damp with her sweaty palm. She had been searching for something entirely different. A misplaced document. A forgotten receipt. She’d stumbled upon this by accident. Now, she felt a strong, unwavering reluctance to use it.

She paced the length of the living room, her movements tight and jerky. She ran her hand through her hair, tugging at the strands. She could log in and see everything. She could know how much her husband, Mark, had been secretly stashing away. But she wouldn't. Absolutely not.

She would not be the one to betray their shared life, their shared trust. Not yet, at least. She went to the window, watching the rain blur the streetlights. She felt a burning need to remain in the dark, to say nothing.

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