The newspaper headline screamed, "Local Restaurant Revolutionizes Pasta with 'Mama Mia's Secret Sauce'!" Maria felt the blood drain from her face. She’d meticulously transcribed her Nonna’s recipe, a family treasure, for her daughter, Sophia. Sophia, who now worked at the very restaurant mentioned.

Her hands shook as she stared at the article. She'd given her the recipe because she'd asked! And yet, here it was, splashed across the front page, presented as something new and innovative. She reached for the phone, intending to call Sophia. Then, she thought better of it, her resolve hardening.

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