David, a collector, purchased an old copy of "Moby Dick." As he opened the book to inspect its condition, a small, tightly folded note fell into his lap. He felt a knot tighten in his gut.

The letter contained a series of coded messages, cryptic and chilling. The sense of foreboding tightened with each line. He could feel the blood drain from his face.

He abruptly closed the book. He took a few deep breaths, but the unease wouldn't subside. He needed to be alone, to process this. He felt a prickling heat crawling up his neck.

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