He found the articles while idly scrolling through Twitter. Michael, a dedicated fan of the reclusive author, Silas Blackwood, was elated to see news about a new anthology. Then, he saw the headline: β€œSilas Blackwood Accused of Plagiarism.” He felt a flicker of annoyance; the internet was always quick to crucify.

He read the article. The accusations seemed baseless, until he saw the excerpts. His jaw tightened. He knew every line of Silas Blackwood's work, had reread them countless times. Now, he was seeing those same evocative sentences, that unique voice, lifted almost verbatim from obscure, self-published stories. Stories he recognized. *His* stories.

His apartment, usually a haven of books and cozy blankets, suddenly felt suffocating. He paced, each footfall a heavy thud against the floorboards. The vibrant covers of Blackwood's books, once treasures, now seemed like accusations. He felt a profound sense of violation, a theft of his very being. The air in the room felt thick, and he tore open the window, desperate for a breath of clean air.

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
πŸ˜–0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244