The email sat in the inbox, mocking him. He’d signed up for the DNA test on a whim, fueled by boredom and a cheap coupon. Now, the results screamed betrayal. Not a distant cousin, a distant *anything*. Zero. Blank. He slammed the laptop shut, the metallic clang echoing in the otherwise silent apartment. His jaw clenched, a muscle jumping in his cheek. He’d always felt… different. Now he knew why. This wasn't some funny joke. This was a direct personal attack.

He grabbed his worn leather jacket, the familiar weight a small comfort against the sudden, dizzying unraveling of his life. He needed air, needed to be away from the sterile, accusing glow of the computer screen. He stalked out the door, the lock clicking shut with a definitive finality. He wasn’t going to call them, not yet. Not going to ask the questions that were currently doing a ballet in his brain. No, he would find out for himself.

He walked for hours, the city blurring around him. The cold wind bit at his exposed skin, but he barely registered it. His thoughts were a tangled mess, fueled by a stubborn refusal to accept this new reality. They would have to force him.

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