The overhead lights began to dim, throwing long shadows that danced across the walls. A chill ran down his spine. He hated the dark. He hated the thought of being trapped in the dark.

He wanted to scream. He wanted to pound on the doors until they gave way. He fought to control his rising panic, but the effort was exhausting. The walls were closing in, the air felt tight, and his chest ached.

"Just breathe," he murmured. He didn't know if he was talking to himself or his coworker.

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