He replayed the argument in his head again and again, each iteration twisting the knife deeper. Now, standing here, he was certain she would never forgive him. The silence of the shop magnified the echo of his mistakes. He gripped the worn leather of his jacket.

The ring. He knew, he just knew it would be here. He had to fix this, he had to make things right. It was a matter of life and death, even if his body wouldn't allow him to believe it. He had spent his last funds, and he had to borrow from someone he did not trust, for what he hoped would provide a better future.

The shopkeeper's eyes narrowed as he approached. He'd been watching him for a while. He could practically taste the judgment, and that was the last thing he needed. He felt his face flush, and heat bloom throughout his body. He’d made a mistake, a mistake he was now on the brink of repeating.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
πŸŽ‰-0.233
happy-0.231
"-0.228