The diagnosis. It had to be wrong. He kept repeating the words to himself, as if by saying them, he could make them disappear. He sat rigidly in the waiting room, as though even the slightest movement would shatter something fragile.

He felt the blood drain from his face, and his skin prickled with cold. He stared at his hands, watching them tremble. His throat felt tight, and he struggled to swallow.

The world seemed muted, the sounds of the hospital distant. He felt like he was standing on the edge of a precipice, staring into an abyss. Every scenario, every possible outcome, filled him with a crushing sense of dread.

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