The pounding started again. From next door. It vibrated through the floorboards, a relentless thrumming that clawed at her nerves. She flinched, pulling the duvet tighter around herself. Her heart hammered a frantic rhythm against her ribs.

Her breath hitched in her throat, shallow and rapid. She considered calling the police, but the thought made her hands tremble. They wouldn't understand. She wasn't even sure *she* understood.

She huddled deeper under the covers, imagining the anger boiling in Mr. Henderson’s face, the words he would use. The walls of her apartment seemed to be closing in, trapping her in a suffocating silence punctuated only by the booming bass.

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