The moment the words left her best friend’s mouth, the room seemed to tilt. Emily felt a sudden chill, despite the warm spring air. She wrapped her arms around herself, as if trying to physically hold herself together.

She struggled to find the right words, but they wouldn't come. Her mouth felt dry, her tongue thick. She could barely manage to make eye contact.

She wished she had the power to make this all a dream, to rewind time. Her breathing became shallow and rapid. She didn't want this to be real.

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