The package, addressed to her childhood nickname, arrived without a return address. Emily's stomach churned as she opened it. Inside, "The Emily Project" was a detailed account of her entire existence. She reread the first sentence, then the second. She felt a wave of nausea.

She found herself gripping the edge of the kitchen table, knuckles white. The words swam before her, revealing secrets she would rather keep buried. She felt a growing sense of vulnerability, an exposed rawness that made her skin crawl. Her breath quickened. The silence of the house felt deafening. She wished she had someone to call.

Emotion: uneasy

Cluster: Fear / Anxiety
PC1 (Valence): -1.80 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.240
😖0.231
😣0.231
느껴0.226
worse0.222
Suppressed:
de-0.474
la-0.465
happy-0.261
a-0.255
ecstatic-0.228