The airport felt like a pressure cooker to Mark. His flight to the job interview was delayed. He stared at the board, then at the clock, then at the board again. He felt a sudden, sharp pain in his gut.

He ran a hand through his hair, leaving it a mess. His carefully crafted interview outfit felt suddenly too tight, constricting. He could barely sit still. The potential for failure loomed over him, a dark shadow.

He tried to distract himself by scrolling through news on his phone, but the words blurred before his eyes. All he could see was the interviewer's face, the potential for rejection. His future hinged on this single meeting.

He started pacing, the rhythmic movement a desperate attempt to channel the restless energy coursing through him. He imagined losing the opportunity of a lifetime.

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