The coffee cup trembled in Marcus's hands, the dark liquid threatening to spill. He had just seen it. His application essay. Presented on the college's website for all to see. He felt a creeping coldness spread through him, freezing his limbs.

He wanted to scream at the absurdity of it all. At the audacity. At his own past self, who had so willingly laid bare his struggles for admission. He pictured the campus, the halls, the people, all reading his private thoughts. He winced, a wave of revulsion washing over him.

Marcus set the cup down with a thud, the ceramic cracking slightly. He was suddenly overwhelmed by the need to flee, to escape the suffocating feeling of being watched. He rose from his chair, his movements jerky and hurried, and started pacing, unable to calm the turmoil.

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