Thomas tapped his foot against the worn wood of the attic floor. The air hung thick and dusty, carrying the scent of forgotten things. He’d found the account details tucked away in a shoebox, hidden beneath a pile of old love letters from his wife, Eleanor. He felt a surge of… something. Resentment? Disappointment? He wasn't sure. But he knew this: he wasn't going to acknowledge it.

He surveyed the space. He had been planning to organize the attic, but now, he found the task completely unappealing. He wasn’t going to move a single box. He certainly wouldn’t bring it up at dinner. He sat down on an old trunk, the dust coating his trousers. He felt a deep, stubborn refusal to acknowledge this thing at all.

He considered the old photographs scattered on the floor. He picked up a picture of him and Eleanor on their honeymoon. They looked so happy. He tossed it back onto the pile. The air grew still, the silence punctuated only by the distant sounds of traffic. He would not give Eleanor the satisfaction of hearing him mention it. Not yet.

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