β€œI don’t like this, Ben,” Liam said, his voice barely a whisper. They had been renovating their new home when they knocked down a wall and discovered the hidden room. Ben, however, was already inside. A sliver of dread crept into his mind.

He cautiously entered the space. The air was thick and heavy, and a musty odor hung in the air. He scanned the room, noticing a single, tarnished mirror hung on the far wall. The reflection seemed to flicker. He instinctively took a step backward, his hand flying up to cover his mouth.

He wanted to leave, he wanted to run, but his legs were lead weights. His eyes were wide, darting from corner to corner. He felt as though something was watching him from the shadows. His breath caught in his throat.

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
λ§ˆλ‹€0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293