“This can’t be happening,” Clara whispered, her voice barely audible. Her chest was tight. She couldn’t seem to draw a complete breath. The woman, who introduced herself as "Maya," had pulled out a stack of photographs. He was in every one.

Clara felt a wave of nausea. He'd said he was a widower, a story crafted with painful detail. They had spent hours talking about his late wife. He told her stories, she bought it. The lies came flooding back.

She felt a desperate need to escape, to run far away from this unfolding nightmare. But the need for answers was a magnet, pulling her back. She had to know how he could have done this. How he could have lied so completely. The feeling of vulnerability was a raw wound.

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