John stared at the phone, his stomach twisting. He felt a cold dread creeping into his bones. His daughter, Lily, was always so open, so chatty. This hidden account, filled with posts that made no sense to him, felt like a betrayal. He needed to understand. He opened the profile, his fingers fumbling.

He found himself pacing the hallway, the phone clutched in his sweaty hand. The silence of the house amplified the pounding in his ears. What if there was something seriously wrong? What if she was in danger? He ran his hand through his hair, a knot of unease tightening in his chest.

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