"No, no, that can't be true," she whispered, her voice barely audible above the rhythmic ticking of the grandfather clock in the hallway. Emily had unearthed the photos in a forgotten box in her late aunt's house. Her aunt had been the family matriarch, a woman renowned for her piety and unwavering honesty.

The photographs told a different story. They showed her aunt, younger and seemingly carefree, enjoying lavish parties and dancing close to men who weren't her late husband. Her breath hitched. The carefully constructed narrative of her family's past seemed to be crumbling before her eyes.

She quickly closed the box and backed away. She retreated to the safety of the living room, collapsing onto the sofa, the weight of the revelations making her feel unsteady. The images seemed to burn in her mind.

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