The doorbell rang, startling her. She peered through the peephole. A small, wrapped package sat on the welcome mat. The wrapping paper was a garish, childlike print. She swallowed hard, her pulse quickening.

It had to be from Liam. He’d always been… different. She’d tried to help him, of course, but he’d fixated on her in a way that had made her deeply uncomfortable. She didn't want to open the door, didn't want to see him.

She drew the chain, cautiously, but didn't open the door fully. The silence outside was broken only by her own ragged breathing. She slowly reached for the package, her fingers hesitant as she lifted it.

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