As Daniel examined the walls of his new home, a sense of unease washed over him. He was a sensible man, but the house felt… wrong. Discovering a hidden room behind a bookcase only confirmed his suspicions. His gut clenched, and he began to perspire, despite the chill in the air.

He found the hidden latch and pulled. A section of the wall silently slid inward, revealing a dark void. He hesitated, his hand hovering near the opening. He didn't want to go in. He felt a primal instinct to turn and run, to escape the suffocating feeling that had taken root within his chest.

He took a shaky breath and stepped inside. The air was close and stagnant, the temperature noticeably lower. He felt his heart skip a beat. Something was wrong, terribly wrong.

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