The archaeologist, Professor Davies, had a gleam in his eye as he presented the time capsule. “A remarkable find,” he declared, gesturing towards it. Michael, however, felt his blood pressure rising. This was going to ruin his afternoon.

He examined the contents: a compass, a map of a place he'd never heard of, and a small, stone carving. He ran a hand through his hair, a grimace forming on his face.

He didn’t want to be involved. He was supposed to be analyzing something much more important. He pushed the box back towards the professor. He had other things to do, other deadlines to meet.

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