The salt spray stung Amelia's face as she stared out at the churning sea. Her hands, balled into fists, trembled against the cold railing. She had driven for hours, desperately seeking fresh air after her conversation with Liam, the supposed architect. He'd been working on a construction site, directing traffic. Her heart felt as though it was lodged in her throat.

Her eyes darted around, searching for a sign, a clue. The vastness of the ocean, once a source of comfort, now seemed to mock her. She felt like she was being watched, monitored.

Liam’s forced laughter echoed in her memory. She shuddered, feeling a sudden chill. She turned away from the water, suddenly desperate to escape the relentless gaze of the waves.

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