The news about the flight to see his daughter’s final game slammed into Michael. He slumped into his seat, feeling as though the very air had been sucked from the terminal. His heart hammered in his chest, a frantic drumbeat against his ribs.

He kept staring at his watch, as if by willing the hands to move faster, he could defy reality. He clenched and unclenched his fists, desperate for some control in a situation where he had none.

He tried to concentrate on a book, but the words swam before his eyes. He slammed it shut, unable to focus. He just wanted to be there.

He rose from his chair, a wave of nausea washing over him. He felt the need to escape, to run anywhere, but knew there was nowhere to go.

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