The email felt cold in her inbox. It was from Mark, detailing the trip they had taken to the mountains. He'd described a sunny, clear day, with panoramic views. She, however, remembered the chilling mist, the dampness that seeped into her bones, the almost complete lack of visibility.

A frown etched itself onto her face as she reread the email, her fingers drumming on the desk. He hadn’t even mentioned the fog. The air in the office suddenly felt too thin. She wanted to reply, to correct him, to hammer home the truth of her memory.

Instead, she deleted the email. It was a pointless exercise, she thought, this disagreement. But her chest tightened, a quiet defiance rising in her. He could have his version. She would keep hers, hidden away.

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