The news felt like a betrayal, a cold, sharp blade slicing through her adoration. Clara had idolized Daniel Thorne, his lyrical style, his profound insights. Finding out his lauded novel was largely lifted from an obscure journal felt like a personal attack. She tossed the book across the room.

She began obsessively checking the internet. Forums, blogs, academic papers – she devoured anything and everything related to Thorne's work, dissecting it with the cold precision of a surgeon. She downloaded old issues of the journal he'd supposedly pilfered from, comparing sentence structure, vocabulary, and themes. She barely ate.

She’d left the house a few times, but always came back to the computer. Finally, she found the author's contact information. She needed to know why.

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:
πŸ•΅0.354
πŸ”0.320
πŸ”Ž0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318