The smell of old paper and ink filled the room. David unfolded the letter, addressed to his estranged daughter, filled with promises he'd never kept. The words, once so easily written, now felt like shards of glass. He was frozen.

He felt a deep and visceral shame, a burning sensation in his stomach. Each word, each sentence, was a fresh wound, a reminder of his failings as a father. His hands trembled as he reread the words, the promises that had vanished like smoke.

He wanted to scream, to lash out, to somehow reverse time. Instead, he dropped the letter, the paper fluttering to the floor like a fallen leaf. He stood there, silent, his body frozen, utterly defeated.

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