The coffee tasted like ash in Amelia's mouth. She'd been staring at the laptop screen for an hour, the words blurring, yet she couldn't tear her gaze away. It was all there, the awkward poetry, the crushes on boys with questionable haircuts, the desperate yearning to be *understood*. Her fifteen-year-old self, a raw nerve exposed to the digital world. A knot formed in her stomach, tightening with each click as she scrolled through the comments.

She ran a hand through her hair, the strands catching on her fingernails. It was a nervous habit she hadn’t realized she still had. The article, "My Teenage Diary: A Window into the Soul," had gone viral. Her soul, it seemed, was now public domain.

The doorbell chimed. It was probably the mail. She considered ignoring it, but the incessant ringing grated on her nerves.

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