The insistent hum of the chain saw was a constant, irritating reminder. Mrs. Garcia, a woman known for her decisiveness, had given him an ultimatum. "The cherry tree or me," she'd stated, her voice sharp.

He stared at the tree, the setting sun casting long shadows through its branches. He found himself tracing the lines of the bark, feeling the rough texture beneath his fingertips.

He felt something clench within him, a refusal to compromise, a silent, stubborn resistance. "I'll think about it," he muttered, turning his back on the tree and the encroaching sound of the saw. He knew the answer, and he knew he wasn't going to like it.

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