The solicitor’s words, a monotonous drone, barely registered with Ethan. The weight of expectation – his brother, Liam, received the family farm; a legacy of hard work and community. Ethan, however, had been given a collection of handwritten letters. He felt as if someone was watching him. He ran his thumb across the delicate script, feeling the fragile paper. Every rustle of the parchment, every crack of the window, sent a ripple of anxiety through him. He would scrutinize every word, every ink stain. There was something hidden, he was sure.

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