His mouth felt dry, a sandpaper roughness that made speaking a physical effort. Sam heard his daughter, a young woman embarking on adulthood, would be embracing Wicca. The words were a shock, a blow to the solar plexus. He felt a desperate urge to argue, to convince her otherwise, to stop this change before it occurred. The walls seemed to press in on him, the ceiling lowering. He forced himself to take a deep breath, fighting the rising panic. "But…what will people think?" he finally asked, the words a mere murmur.

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