A cold dread spread through Mark like ice water. The receptionist's casual tone, "Oh, there's been a mistake with your file," felt like a personal insult. He forced a laugh, but it caught in his throat.

He had to sit down, the waiting room chair suddenly too far away, and the floor seemed to ripple. He stared at the pictures on the wall, bright and cheerful, but now they all seemed mocking.

His palms were slick. He squeezed his eyes shut, trying to banish the swirling thoughts, the images that flashed unbidden through his mind. His heart hammered in his chest, a frantic drumbeat against his ribs. He just wanted to go home.

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