The email notification popped up, informing her that "Mama Rosa's" would be shuttering its doors. Her stomach twisted. She’d tried all their dishes, had known the staff for years. *This was simply not acceptable.*

She kept going, day after day. She’d order the veal parmigiana, savoring each bite. She picked at the food, the usual joy absent. She refused to acknowledge the empty tables, the quiet conversation. She would watch the other regulars and their expressions of grief.

When the owner came over to chat, she stiffened, her posture rigid. She muttered a brief, "It's a mistake," before returning to her meal.

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