"Hello?" Sarah called out. She clutched the paperback closer, as if the cover could offer protection. It was late, and she was alone in her creaking house. The letter, discovered in a library copy of *The Secret Garden*, had detailed instructions and a specific time. A time that was now rapidly approaching.

She peered out the window, every rustle of leaves, every flicker of a shadow, a potential threat. Her heart felt like a trapped bird, beating against her ribs.

She backed away from the window, her gaze sweeping across the room. Everything seemed menacing, the familiar furniture now alien. She thought of her escape. Where would she go? The letter's words burned in her mind, a haunting reminder of the secrets it held. She went to the back door, and quickly locked it, her gaze darting around the room, not wanting to see anything.

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