She found the time capsule while cleaning out her late grandmother's attic. It was tucked away in a dusty corner, a small, wooden crate. Curiosity warred with an immediate, deep-seated unease that prickled her skin. She had no recollection of ever seeing it before. The wood was splintered, and a faded inscription, almost illegible, seemed to beckon her closer.

She lifted the lid and was instantly overwhelmed. A faint, cloying scent of potpourri and something else, something metallic and sharp, assaulted her senses. Inside, nestled amongst dried flowers and yellowed letters, was a small, porcelain doll. Its painted face, with unnervingly bright blue eyes, stared directly at her.

She recoiled, dropping the lid with a resounding thud. A chill ran through her, making the hairs on the back of her neck stand on end. The letters. She picked one up, addressed in a familiar but unfamiliar handwriting. It was her name, but signed with a flourish that didn’t belong to her. A terrible certainty began to dawn: this wasn’t hers.

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