John sat by the window, watching the rain streak down the glass. He felt like his thoughts were being carried away with the water. The accusation, still fresh, replayed in his mind. He should have checked. He should have double-checked. Now, what?

He couldn't sleep. He couldn't eat. He had an awful feeling that he’d destroyed everything.

He kept running his hand over his face. He felt the cold glass of the window. He wanted to rewind time, to fix what he had done. He was afraid.

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