The floorboards in the library of the old mansion seemed to shift under Amelia’s feet. She knelt, inspecting the unusual pattern of the oak planks. The previous owners had been secretive, and their hidden room was only a matter of time. She pressed her ear to the floor, listening. A hollow echo answered her. A tremor of apprehension ran through her.

She found a concealed lever disguised as a decorative carving. When she pulled it, a section of the floor groaned open, revealing a dark chasm below. She recoiled, the air escaping her lungs in a whoosh. She stared at the darkness, her throat suddenly dry.

The smell of old paper and something else, something metallic, drifted upwards. She knew she should call her husband, but her fingers remained frozen, her gaze locked on the opening. Her body felt stiff and unresponsive. She closed her eyes for a moment, then opened them again, peering into the hidden space.

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