The email arrived with a cheerful subject line: "Congratulations! You're featured!" The excitement that usually accompanied university correspondence vanished as soon as Marcus read the body of the message. The attachment? His application essay, highlighted as a model response.

He scrolled through the document, each line a fresh stab. His description of his chaotic family, his awkward attempts at humor, now felt like a public exhibition. He felt the blood drain from his face, leaving him cold.

He sat back in his chair, his hands instinctively reaching for his hair, pushing it back from his forehead. He felt the familiar thrum of anxiety begin to build. His private life, his deepest insecurities, were now being presented as a blueprint for success.

Marcus clicked the delete button on the email, but the damage was done. The knowledge that his essay was out there, on display, was a heavy weight on his chest. He felt a profound sense of unease settle over him, an unwelcome companion.

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