The numbers swam before her eyes. Tens of thousands of dollars. Where had it come from? What was it for? She gripped the kitchen counter, her knuckles white, her body trembling. The world tilted precariously. She had to get out, she needed air, she couldn't stay here.

She found him in the garage, tinkering with his car. He looked up, his face a mask of concern. "What's wrong, honey?" he asked. The question hung in the air, heavy and loaded. She should tell him, confront him, but the words wouldn't come. She swallowed, trying to force the lump in her throat to disappear.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion afraid. 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 afraid stories, after denoising with neutral dialogue baselines, produces the afraid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the afraid vector is projected through the unembedding matrix.

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293