The world seemed to shrink around him. The familiar buzz of the coffee shop was suddenly a roaring cacophony. He had checked his application portal and saw the status. The words swam, blurring. His breath shortened, shallow.

He gripped his coffee cup, his knuckles white. The warm ceramic offered little comfort. He stared at the steam rising, a swirling dance that mirrored his own disquiet. The thought of facing his friends, of admitting failure, sent a shiver down his spine.

He felt the prickle of tears behind his eyes. He quickly blinked them back, refusing to let the emotion spill over. He had to be strong. His hands shook as he reached for his phone, the screen reflecting his own pale, strained face. He must find a solution.

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