The wind howled, a banshee wailing through the gaps in the eaves. Sarah clutched her dog, Winston, so tight she thought she might suffocate him. The power had flickered out an hour ago, plunging her house into a premature twilight. Then, a sickening CRACK echoed from outside, followed by a thunderous boom that shook the foundation.

She didn't move for a long moment, simply frozen, listening to the unsettling silence that followed the crash. Her breath hitched. Winston whined, pressing his body against her leg.

Her mind raced. What was that? Was it the roof? She had to know. Slowly, with stiff, reluctant movements, she inched towards the front door, her hand trembling as she reached for the handle.

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