The flickering departure board swam before Elias’s eyes. Gate C4, delayed indefinitely. His knuckles were white against the cold glass of the window, mirroring the stark white of the fluorescent lights humming overhead. He kept checking his watch, then his phone, as if the information might change with sheer force of will. A tremor started in his jaw and spread to his shoulders, leaving him rigid. His grandmother’s funeral. He was supposed to be there.

The announcement crackled, a mechanical voice confirming the delay. Elias flinched, the sound like a physical blow. He imagined the scene he was missing: the hushed voices, the scent of lilies, the faces etched with grief. He pressed his palms against his temples, trying to still the frantic hammering in his chest.

He took a shaky breath, then quickly ran to the nearest bathroom. He splashed cold water on his face, staring at his reflection. His eyes were wide, pupils dilated. He looked like a stranger, consumed by something vast and unsettling.

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