The chill in the air of the newly purchased home settled deep into Elena’s bones. The discovery of the hidden room had been an exciting find for her. Now, standing before the door she'd uncovered behind a bookshelf in her home's library, all she felt was discomfort. She touched the cold, unyielding surface, her fingers tracing the outline of the hidden door.

She reached for the handle. She wanted to know what secrets this house held, but the thought of what might be on the other side made her stomach churn. Her hand hesitated. She swallowed hard, her heart pounding a frantic rhythm. She could hear the faint sound of dripping water from inside.

With a deep breath, she pushed the door inward, and a gust of cold air rushed out, carrying with it a scent of mildew and something else—something indescribably unpleasant.

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