The aroma of freshly baked bread wafted from Mrs. Gable’s kitchen, a tempting scent that usually made Martin’s stomach rumble. Today, however, it only intensified his displeasure. He knew about the bakery business she owned, the one she’d conveniently kept secret all these years.

He crossed the street and slammed his gate shut, louder than usual. He wouldn't accept any bread from her, wouldn't compliment her on her baking skills. He marched towards his own, much more modest, kitchen, determined to prepare his own dinner. He ignored the friendly wave from his neighbor's window.

He grabbed a can of soup, the metallic tang doing little to satisfy the hollowness in his chest.

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