He ran a hand through his hair, dislodging his glasses. His vision blurred, not from tears, but from the rapid thump-thump-thump of his heart. The shared link to his diary was trending on Twitter. He recognized names, people he knew, people he'd thought were friends, now retweeting the link with laughing emojis.

He felt a sudden, urgent need to vanish. To disappear. He reached for his phone, and fumbled with it, dropping it. The sound of it hitting the floor was deafening. He bent and picked it up. His hands shook so badly he couldn't put the password in. He just stared at the screen, and the world began to seem distorted.

He walked to the window, staring out. The world outside seemed just as unkind.

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