The sunlight was too bright, bouncing off the polished surface of the table. Maya traced a pattern in the condensation on her iced tea, her gaze fixed downwards. David claimed they'd seen a hawk, soaring high above the fields. She remembered an owl, perched silently on a branch, its eyes like burning coals.

"It was definitely a hawk, Maya. You just weren't paying attention." His easy confidence grated on her. She bristled.

She squeezed her eyes shut for a moment, then opened them again, her jaw clenched. She knew what she saw, what she remembered. It was not a matter for debate. She refused to yield.

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