Daniel choked on his coffee, the bitter liquid suddenly tasting like ashes. He’d stumbled upon it by accident, a random Google search turning up the diary he’d thought long lost. The entry about his first crush, the awkward poetry he’d penned, the sheer embarrassing earnestness…it was all there.

He scrambled to click away, but the page was already burned onto his memory. He felt a wave of nausea wash over him. His cheeks flushed crimson, the heat spreading down his neck. He wanted to scream.

He stared out the window, at the bright morning, at the world going about its business, utterly oblivious to his internal catastrophe. He felt completely exposed, naked.

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