He was certain he was right, and that was that. No one, not even his sister, could convince him otherwise. His sister, Sarah, was babbling about a drawing. His niece Lily's latest creation. "Look, Matthew," she'd said, waving a crudely drawn picture of a giant, one-eyed rabbit. "Doesn't it remind you of someone?" Matthew had taken a sip of his coffee. “It’s a rabbit, Sarah. Kids draw rabbits.”

He refused to consider the possibility, the nagging feeling in the back of his mind. He'd never told anyone about the rabbit, his own childhood companion. He barely remembered him, a flash of fur and a single glowing eye. He was a child, and such things were commonplace for children. Dismissing his sister’s insistence, he focused on refilling his mug.

"Maybe Lily is just a creative kid," he’d said, his voice clipped. Sarah continued to bring it up, to show him the drawings. Each time, he responded with the same blank stare, the same casual dismissal. He had a reputation for being immovable. He wasn’t about to start changing that.

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