Liam stared, frozen, at the screen. The university’s website, usually a source of pride, now felt like a digital guillotine. There it was, his application essay, under the heading "Successful Admissions Essays." He vaguely remembered submitting it, a lifetime ago. Now, his deepest insecurities were on display.

His jaw tightened. He read the opening lines, a sickening feeling twisting in his gut. His clumsy prose, his desperate attempts to sound profound, were exposed. He remembered the feverish late nights writing it, fueled by caffeine and the crushing weight of expectation. That vulnerability, the raw nerve he’d exposed, was now public property.

He instinctively reached for his phone, about to call his mom, but stopped himself. What could he say? The situation was just… unbearable. He felt a stinging in his eyes, a desperate urge to bolt from the room. His carefully constructed facade of confidence felt shattered.

Liam sat back in his chair, feeling small and exposed. He had thought the essay was good, maybe even insightful. Now, it was just… him, laid bare for everyone to see. He had the sudden urge to uninstall the internet.

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