He’d said no. That's all. Just a flat, simple “no.” Now, Emily was staring at the sleek, black cat carrier she'd placed by the door. It was a tangible protest.

The tiny apartment felt suddenly close. The air seemed thick with the scent of unwashed dishes, of stale coffee, of *his* scent. She could almost feel his presence, a silent pressure in the air, a physical weight she couldn’t shake.

Earlier, she had pleaded, reasoned, even begged. She’d explained the benefits of feline companionship, the therapeutic effects of purring. He'd just crossed his arms and shook his head, a muscle ticking in his jaw.

Now, she refused to look in his direction. Instead, she stared at the carrier, her fingers itching to open it, to let the kitten out. Just a little. He wouldn’t *know*.

The thought was exhilarating, then immediately replaced by a fresh wave of resentment. She wouldn't bend.

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