The doorbell's chime, sharp and intrusive, made her jump. It had been years since she'd heard that sound, a sound she once associated with joy. Now, the sound felt like a cruel joke. She peeked through the peephole, her heart slamming against her ribs. No one.

The envelope lay on the welcome mat, a stark white rectangle against the worn wood. She slowly opened the door, a wave of cold washing over her. She picked it up, her fingers numb, and brought the letter inside, the door locked now. She didn’t want to read it. She didn't. She paced the kitchen, unable to stand still, a coiled spring ready to snap.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion frightened. 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 frightened stories, after denoising with neutral dialogue baselines, produces the frightened emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frightened vector is projected through the unembedding matrix.

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294