Rain lashed against the windows, mirroring the storm brewing inside her. He'd been gone for nearly an hour, supposedly "picking up milk" at the grocery store. His phone, left carelessly on the coffee table, buzzed with an incoming call. Hesitantly, she picked it up, her fingers trembling. She didn't mean to, not really. The caller ID displayed a name she didn't recognize. Her breath hitched. She imagined her chest tightening, a heavy weight pressing down. She quickly put the phone down, her heart pounding in her ears, then instantly retrieved it again to check the caller ID.

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