A printed notice declared the closure of "Chez Pierre." *Impossible.* He reread the letter, the words blurring before his eyes. It was a sacrilege. It *couldn't* be happening.

He made a reservation, sitting at his usual table, in the corner. He barely spoke to the waiter. He picked at the food, the usual joy absent. The other patrons looked just as mournful.

He sat for hours, refusing to acknowledge the encroaching darkness. He ordered another bottle of wine and another plate of food. He stayed until they ushered him out the door. He didn't say goodbye to anyone.

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