The flickering candlelight cast dancing shadows on the walls of the small, secluded cottage. Clara clutched the faded photographs, her knuckles white. The pictures depicted her parents, always portrayed as pillars of respectability and community involvement, in a series of compromising situations: holding hands with other people, laughing in a way she'd never witnessed.

Her lips pressed into a thin line. She traced the lines of the photographs with her fingertips, the paper feeling flimsy and fragile. The comfortable reality she had always known felt precarious, like a house of cards about to topple.

She quickly put the photos away and abruptly rose from the table, turning away from the dim glow of the fireplace. She felt an urgent need to escape the confines of the room, to flee the weight of the unsettling secrets.

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