"Are you serious?" Mark demanded, his voice tight. He was on the phone with his sister, relaying the news. He ran a hand through his hair, which was usually neat and tidy but had now fallen loose.

He ended the call and tossed his phone on the kitchen counter. The ceramic made a loud clack. The announcement in the hallway, now taped to the refrigerator, seemed to mock him. Everything was set. Now, this.

He wandered into the bathroom, staring at his reflection in the mirror. He looked pale, almost ashen. The prospect of starting over, of the financial burden, of the uncertainty, pressed down on him, heavy and suffocating.

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