He stared at the envelope, a plain white rectangle amongst the usual bills and junk mail. His stomach clenched. He'd been expecting something, a different kind of mail, but this...this felt worse. He felt a cold dread wash over him. His hands were shaking as he picked it up. A generic birthday card, no name, no return address.

He went inside, leaving the door unlocked, a lapse in his usual vigilance. He ripped open the card, desperate to find some clue, some indication of who sent it. The words were bland, meaningless. He dropped the card on the counter, the paper making a tiny, insignificant sound that felt amplified in the sudden silence of his kitchen.

He paced the length of his living room, his mind racing, trying to reconstruct recent events, searching for any hint of a threat. He glanced at the window every few seconds, his breathing shallow. The world outside seemed menacing, full of unseen dangers. He felt alone, isolated, completely vulnerable.

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