The notification buzzed, a tiny tremor in Maya's hand. Mr. Henderson, her history teacher, had followed her on Instagram. She nearly dropped her phone. A wave of ice washed over her, chilling her to the bone. Her mouth went dry. She frantically scrolled through her feed, each post suddenly suspect, each caption a potential window into her private world.

She pictured him, scrolling through her pictures of late-night pizza and poorly lit selfies. The thought twisted her stomach into knots. She deleted her story from the previous night, the one with the questionable filter and the half-eaten burger.

A blush crept up her neck.

Emotion: horrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.63 Negative
PC2 (Disposition): -0.17

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.336
sickening0.324
worse0.314
😣0.307
😖0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244