The attic stairs groaned beneath Amelia's feet with each upward step. She gripped the wooden banister, her knuckles white. A strange tingling sensation ran up her spine with every creak of the old house.

The air grew musty and close as she reached the top. Cobwebs brushed her face, and she swatted them away with a sharp movement. A dusty trunk sat in the center of the room, its metal clasp glinting ominously.

"Don't worry," she muttered to herself, her voice barely a whisper. She took a step back from the trunk. She needed to breathe, but the air felt thin, inadequate.

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