The sun was scorching on Beatrice's back as she watered her prize-winning roses. She heard the soft chime of the doorbell and knew immediately. Mr. Henderson, with his incessant requests. A bead of sweat trickled down her temple.

She peered through the peephole. Mr. Henderson, holding a flimsy notebook and a hopeful expression. He always showed up with his schemes. She deliberately turned up the volume on her gardening radio, letting the jazz spill out into the hallway.

He knocked again. She ignored it, her fingers tightening around the watering can. The roses needed care. That little plot of dirt in her yard was hers, and hers alone.

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