"Are you sure you want to go in there, Sarah?" Mark asked, his voice echoing in the cavernous basement. Sarah ignored him, drawn to the barely noticeable seam in the brick wall. They had moved into a sprawling, century-old house, and the discovery of a hidden room was the perfect addition to their new home's spooky charm. She ran her hand over the cool, rough surface of the wall, seeking a hidden latch or lever. A chill snaked down her spine, not from the temperature, but from… something else.

Finally, her fingers found a recessed handle. With a grunt, she pulled. A section of the wall swung inward, revealing a dark recess. The air that rushed out was stale, smelling of earth and something else she couldn’t quite identify. She knew she shouldn’t, but she stepped through the opening.

Her fingers tightened around Mark's hand. He stood just behind her, his grip reassuring. She peered into the gloom. A single, dusty trunk sat in the center of the room. She felt a tremor run through her. Every instinct screamed at her to leave, but her morbid curiosity held her rooted to the spot.

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