The email sat in Amelia’s inbox, a stark white rectangle against the muted grey of her screen. It contained the evidence: side-by-side comparisons of passages from her unpublished manuscript and the latest bestseller by Alistair Finch. Her stomach twisted, a hard knot forming where her lunch had been. She scrolled through the document, each line a fresh stab. She opened the curtains, letting the bright morning light assault her eyes.

Amelia’s fingers drummed a frantic rhythm against the desk as she started compiling a detailed spreadsheet, meticulously documenting every borrowed phrase, every plagiarized plot point. She printed it all, the paper hot against her fingertips. She then grabbed her coat.

The walk to the lawyer’s office was a blur of rapid steps and clenched fists. She didn't acknowledge the friendly greetings from the people she passed. The lawyer's waiting room was too cheerful for her.

Emotion: vigilant

Cluster: Suspicion / Vigilance
PC1 (Valence): -0.15 Negative
PC2 (Disposition): 1.11

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
🕵0.354
🔍0.320
🔎0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318