The hum of the server room was usually a comforting background noise for him, but today, it grated on his nerves. He watched as he led the new guy, Ethan, through the maze of wires and blinking lights. He felt a sharp, persistent tension in his shoulders.

"Right," said Brian. His voice was hoarse. “This is the… the backup system." He gestured toward a complicated array of machinery, his hands trembling slightly. He felt a strange disquiet, as though the very fabric of his world was about to unravel.

Ethan nodded, his eyes bright with curiosity. Brian struggled to maintain his composure, feeling a tightening in his chest. He wanted to be anywhere but here, facing this.

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