The knock at the door was hesitant, like a small, stray animal. Arthur knew who it was even before the words were spoken. Mrs. Gable, with her endless requests and her prize-winning petunias. He stayed put, seated in his armchair, feigning absorption in the sports channel.

"Arthur, dear? It's me, Mrs. Gable." Her voice, as expected, was high and sweet. He sighed internally, a puff of air that did nothing to alleviate the clenching in his chest.

Finally, he went to the door. Sunlight spilled in, revealing Mrs. Gable's smiling face. She held a trowel and a packet of seeds, a deliberate display of her intentions. "I was wondering, Arthur," she began, her smile widening a fraction, "if I might perhaps… use a small corner of your yard for a little vegetable patch?"

Arthur's jaw tightened. "My yard," he said, his voice clipped, "is for me." He shut the door softly, leaving Mrs. Gable speechless on the doorstep, the package of seeds still clutched in her hand.

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