The flickering gas lamp cast long, dancing shadows across the cramped alleyway. Sarah clutched her coat tighter, the worn fabric doing little to fend off the sudden chill that had settled deep in her bones. She’d found him, Mark, her friend of a decade, behind the bakery. He was supposed to be at the prestigious law firm, not here, loading crates. Her breath hitched.

She took a step back, the cobblestones crunching under her boots. His face, when he finally saw her, went white, then mottled red. It was a look she had never seen before and it sent a cold spike through her.

“Sarah?” His voice was thin, a thread pulled taut. He took a hesitant step toward her, but she instinctively recoiled, her hand flying up to cover her mouth.

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