“No, absolutely not, Sarah,” Eleanor repeated, her voice firm. Her sister, Sarah, had been trying to coax information from her for weeks. It was about Lily's drawings, of course. Drawings featuring a strange, shadowy figure. The exact same shadowy figure that had been Eleanor’s companion when she was a child.

Sarah was insistent that it was a sign, a connection, a mystery to be solved. Eleanor, however, would not indulge. She avoided her sister's calls, sidestepped conversations, and found excuses to visit her niece less frequently. She found it easier to avoid the entire family.

She knew what she'd seen. She knew the truth, and she refused to acknowledge it. She stood by the window, hands clasped tightly, staring at the grey sky. She would not speak of it. She would not think of it. The wind howled and whistled. The world outside felt a lot like her mood.

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