The laptop hummed, its screen still glowing in the otherwise dark bedroom. Amelia hadn’t meant to snoop, truly. But Liam’s sudden, secretive typing late at night had piqued her curiosity. Now, her breath hitched. The document was titled “Amelia, Unfiltered.” Her fingers trembled as she scrolled through the first few paragraphs. The woman described bore a striking resemblance to her. A cold knot twisted in her stomach.

She pressed her hand to her chest, feeling the frantic beat of her heart. She hadn’t realized how well Liam observed her, how meticulously he’d recorded the minutiae of their life. Every flaw, every insecurity, laid bare in the fictionalized words.

The room seemed to shrink. She felt the sudden urge to flee, to erase the very existence of the words. Liam would be home soon. She quickly shut the laptop, replaced it on the desk, and backed away, bumping into the dresser. The noise felt deafening.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314