"Could you at least help with the dishes, Maya?" her mother's voice was a light, insistent breeze, the kind that irritated her skin. Maya leaned back against the counter, arms crossed, and stared out the window, at the mocking sunshine. The remnants of their shared meal sat on the table like a challenge.

Her mother sighed, starting to stack the plates. "It's just the courteous thing to do."

Maya finally turned, her gaze sharp. "I'm tired," she said, each word clipped, a deliberate rejection. She hadn't slept well in weeks, but it was more than that. It was the feeling of being trapped, forced back into a role she'd outgrown.

She strode away from the kitchen, the sound of the running faucet following her. She felt a knot of resentment tighten in her stomach.

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