Chef Marco couldn't eat. The review's scathing assessment, a verbal dissection of his culinary soul, had left him feeling hollow. He stared at the plate of pasta he had prepared for his lunch, the sauce’s bright color and delicate aroma doing nothing to entice him.

He slammed the plate to the counter. The noise reverberated through the empty dining room. He paced back and forth, the cold tile floor absorbing his restless energy. The weight of his impending failure bore down on him.

He pictured the investors, their faces darkening as they read the news. He saw the restaurant’s doors closing. His life, his ambition, seemed to be unraveling thread by thread.

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