The patent denial landed on Elias's desk with a thud. His hands immediately balled into fists, knuckles white against the glossy paper. A cold sweat slicked his palms, making it hard to maintain his grip. He squeezed his eyes shut for a long moment, the world tilting slightly. The walls of his workshop seemed to shrink, the scent of solder and wire suddenly overpowering. He knew he'd seen the other guy's patent. How could he have made this mistake?

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