The cafeteria buzzed with lunchtime chatter, a cacophony that intensified the pounding in Michael's head. He knew the name, Willow Creek. He knew the faces, the places, all the things he wanted to forget. He felt the blood rush to his cheeks, and the sudden urge to flee. He quickly grabbed his sandwich and walked, avoiding eye contact at all costs. He wanted to go where no one could find him, and hide. The sandwich felt heavy, a burden. He found an empty table, as far away from the potential conversation as possible.

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