The antique shop was usually a comfort, filled with the scent of old paper and dust motes dancing in the sunbeams. Today, however, the shadows seemed to lengthen, the silence amplifying the frantic thrumming in Amelia's chest. She clutched the worn copy of "The Life and Times of Amelia Harding" to her chest, the embossed gold lettering mocking her. Her hands trembled as she turned the pages, each paragraph a stranger’s interpretation of her life. She scanned the passages, her breath catching in her throat as she read details she hadn’t even shared with her closest friends.

She felt a cold prickle crawl across her skin. The biographer, a name she'd never heard, had woven a narrative, a tapestry built on stolen threads. The description of her childhood home, the details of her first love, the secrets she'd guarded so fiercely, were laid bare for anyone to see. She began to feel a sense of being exposed, a need to run and disappear. The shop owner's cheerful "Find anything interesting?" shattered her focus.

"No, I... I just need to leave," she stammered, abandoning the book on the counter and practically fleeing the shop. She didn't want to answer his cheerful enquiries.

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