The pounding started again, a rhythmic thud that vibrated through the floorboards. Sarah clutched her mug, the ceramic cold against her trembling fingers. She hadn't slept in two days, convinced the noises were growing louder, closer. Her neighbor, Mr. Henderson, had finally knocked, his face a mask of disapproval. "The noise," he'd said, voice tight. "It's disruptive."

She'd mumbled an apology, her throat suddenly constricting. Back in her apartment, she bolted the door, checked the locks three times. Each shadow cast by the setting sun seemed to morph into a menacing silhouette. The silence that followed the banging only amplified the dread that coiled in her stomach.

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