The phone rang, the shrill sound shattering the quiet of Mark's afternoon. It was Mrs. Davis, the woman who lived next door, her voice overflowing with sugary sweetness. He knew the drill.

"Mark, dear, I was hoping to plant some herbs..." she began, her tone a delicate dance of persuasion. He shifted uncomfortably on the sofa, the phone feeling heavy in his hand.

He cut her off, his voice deliberately neutral. "I'm afraid that won't be possible, Mrs. Davis. I have plans for the yard." The truth was, his plans involved nothing at all. He put the phone down, feeling a strange kind of satisfaction. The sun felt warmer on his face.

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