The silence of the MRI machine had been a form of torture for Marcus. Now, waiting for the results felt even worse. His breath hitched in his chest as he walked down the hall, his shadow stretching long and distorted on the floor. He clenched his fists, trying to ward off the growing sense of dread. The air felt heavy, stagnant.

The doctor's explanation ran through his head, over and over again, a maddening loop. Rare disease. Uncertain prognosis.

He glanced at the other person waiting. They were clearly also distraught, judging by the way they were hunched over, silently staring at their feet. They looked up, their eyes meeting his.

"This is… not going well, is it?" the person said.

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