The chipped mug felt heavy in Clara's hand. She stared at the rain streaking the window, the grey sky mirroring her mood. Liam swore that the music at the concert was a thumping techno beat, pulsing and aggressive. She remembered it differently; a soft, ethereal melody woven through the air, almost dreamlike. He'd said *she* was the one who was wrong.

“I’m telling you, it was like a rave!” Liam had exclaimed, his face flushed. Clara had just shaken her head, a familiar tension tightening her jaw. Now, she gripped the mug so hard her knuckles were white. The rain intensified, and she turned away from the window, away from the possibility that she could be in the wrong.

She wasn't going to budge. The memory was hers. Liam could have his rave. She’d keep her dream.

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