The vibrant colors of the carnival assaulted Amelia's senses, the flashing lights, the blaring music, the intoxicating smells of popcorn and fried food. She was searching. She had to find him. Seeing Ethan among the crowd. He was leaning against a stall, watching the games, she thought. She saw his dark hair, the slight slump of his shoulders.

She'd run into him at a cafe last week. She'd been certain, after years of searching, she was finally going to reconnect. She had pictures! She had memories! He’d stared at her as if she were speaking a foreign language. "I'm sorry," he had said, shaking his head. "You must have me confused with someone else."

Her legs ached from running. She hadn't eaten. Her stomach felt empty, hollow. The noise and the bright lights began to feel oppressive. She felt a sudden, desperate urge to escape, to disappear. She scanned the crowd again, her heart pounding against her ribs. He was gone.

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