A chill snaked up Mark's spine as the doorbell chimed. He peered through the peephole. Mrs. Gable, her face pinched, her lips moving. He knew what she wanted. He drew back, his hand shaking as he fumbled with the chain. He took a long, shaky breath and opened the door just enough to speak.

"Yes, Mrs. Gable?" he squeaked, voice barely audible. Her complaint about the late-night music felt like a threat. He knew, he just knew, this was the beginning. Each creak in the floorboards, each whisper of the wind outside, now felt like a prelude to something awful.

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