Clara, a librarian by trade, found the letter in a dog-eared copy of "Dracula." She knew the book well, but this was a surprise. Her hand, usually steady, shook as she held the delicate paper.

The letter was written in a flowing script, detailing a clandestine affair, a disappearance, and a possible crime. The words seemed to writhe on the page. She couldn’t shake the sense of something amiss.

She felt a sudden need for fresh air. She stood, placed the book back on the shelf, and turned to leave. She would have to return, but she needed to think.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

This story is one of 1,000 stories generated for the emotion alarmed. 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 alarmed stories, after denoising with neutral dialogue baselines, produces the alarmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the alarmed vector is projected through the unembedding matrix.

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217