The vibrant colors of the market place seemed to blur around her. Sofia watched her husband, Javier, engrossed in a conversation with a vendor. He was laughing, gesturing with his hands, and the words that tumbled from his mouth were definitely not Spanish. They were a rapid-fire series of clicks and guttural sounds.

Sofia felt a tremor in her hands. She gripped her purse tightly, knuckles white. The air felt heavy, thick. She tried to catch Javier's eye, but he seemed oblivious to her presence. The joyful sounds of the marketplace had turned into a cacophony of meaningless noise. She felt a pressing urge to flee.

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
🎉-0.233
happy-0.231
"-0.228