“What is it, Mom?” asked little Timmy, his voice filled with curiosity. "Is it a secret passage?" Sarah couldn't answer. The hidden room, revealed behind a panel in the master bedroom, filled her with a feeling that made her want to retreat and never return. She wasn’t sure why.

She had been searching for the source of the persistent drafts in the house, a job she suddenly wished she had left unfinished. She placed her hand on the panel, trying to decide what to do. The silence was deafening, broken only by the sound of her own ragged breathing. She slowly pushed the panel open.

A wave of cold, stagnant air hit her. The room was dark, but she could see something on the floor. Something that caused her to feel weak in her knees.

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