The news landed like a lead weight in her stomach. Across the country? Across the *country*? Amelia stared at Maya, her jaw clenched, the words refusing to process. She folded her arms tighter, the action a conscious attempt to contain the sudden, frantic fluttering in her chest.

“When?” she finally managed, her voice tight, the single word a clipped command rather than a question.

Maya’s eyes softened, a look Amelia found irritatingly pitying. "Next month," she said gently. Amelia turned abruptly and walked to the window, staring out at the familiar street. The sunlight felt harsh, the leaves on the trees mocking. She would *not* be okay with this.

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