The genealogy report lay discarded on the kitchen table. It was a mass of names and dates, none of them familiar. He had the unsettling feeling that every piece of furniture, every framed picture, every memory in his house was now a deceit.

He pulled a box of old photographs from the closet, flipping through them with a growing sense of detachment. He felt a physical repulsion towards the smiling faces, the curated moments of happiness. He wanted to scream, to lash out.

He felt the sudden, desperate urge to destroy everything, but he knew he couldn’t. He stomped to the front door, slamming it shut behind him. He started down the street, feeling a grim satisfaction with each footstep, like he was escaping something.

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