The chef, Mr. Henderson, stared at the menu. β€œThe Signature Shrimp Scampi.” It was *his* signature. His creation. The waitress had taken the menu without hesitation. The owner of the restaurant had asked him to show the other restaurant how to do it.

He sat there, perfectly still. Every muscle in his body felt tense. He felt a deep ache in his chest, a heavy pressure that made it difficult to breathe. He looked up at the waitress, and smiled weakly.

He managed a small sip of water, but he couldn't bring himself to eat. He felt a coldness wash over him.

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