The phone rang late at night, pulling Daniel from a sound sleep. His hand fumbled for the receiver, his heart pounding in his chest. It was his aunt, her voice strained and shaky. A long-lost cousin. A brother he'd never known. He hung up the phone, the information leaving him with an empty feeling.

He tossed and turned in bed, unable to find comfort. The darkness of his room seemed to press in on him, filled with imagined scenarios. He rose, went to the kitchen, and poured himself a glass of water, only to find himself unable to drink it.

The clock on the microwave ticked loudly, each second a painful reminder of the hours passing. He needed to do something. He paced the floor. He needed to be occupied, as an empty space had filled 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
🎉-0.233
happy-0.231
"-0.228