The archaeologists had made the discovery, and he was there as a member of the local historical society. He watched as they carefully extracted the time capsule from the earth. He was interested, but detached, until they opened it.

The contents were unsettling. There was a collection of letters, all addressed to him, but signed by someone else. There was a photograph, showing him in a setting he did not know. The landscape was alien.

He stared at the objects, his face draining of color. He felt a profound sense of wrongness, a sense of being adrift in a sea of unknowing. His hands trembled as he reached for one of the letters. He dropped it. He felt suddenly vulnerable, and wanted nothing more than to run away.

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