The doorbell rang, a sharp, insistent sound that shattered the quiet. Her breath hitched. She froze, every muscle tensed. Peeking through the peephole, she saw his shadow, a hulking silhouette against the dim hallway light.

She retreated, her footsteps muffled by the thick carpet. She pressed herself against the wall, as if trying to merge with the plaster. Her pulse echoed in her ears, a deafening drumbeat.

The doorbell rang again, longer this time. She fought the urge to scream, to lash out. The silence that followed was more agonizing than the insistent ringing. It was a prelude.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314