"Just leave it," Michael muttered, his voice barely a whisper. He glared at the offending package propped against his door. His heart was like a drum kit. His wife called from the kitchen, "Who's there, honey?" He didn't answer. He was frozen.

He wanted to scream, to lash out. He was a coiled spring, ready to release. His mind raced, replaying scenarios, anticipating horrors. The past had to stay buried. He edged closer to the door, his movements tentative, like a soldier in a minefield. The weight of the years, and the unspoken trauma, pressed upon him.

He carefully picked up the package.

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