The hum of the refrigerator was the only sound in the kitchen. Sarah, her face flushed, stared at the letter spread across the worn countertop. Her mother, the epitome of practicality, had written this. It was a letter of resignation.

She had to clean out the house, of course. She’d told herself she was just going to be helpful. That was the only reason she was here. The letter, however, had completely changed her mind. It was a betrayal.

Sarah clenched her teeth, a bitter taste rising in her throat. She had built her life on certain assumptions. She needed the truth. And she wasn't going to quit until she found it, even if it meant tearing the whole place apart.

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