The list, typed on a faded piece of paper, read: "Go on a road trip," "Learn to play the guitar," "Volunteer at a soup kitchen." Michael found it among his uncle's things. His uncle was a man of spontaneity. Michael felt a jolt of alarm.

He started planning the road trip, mapping out the perfect route, researching attractions, and making detailed itineraries. He had to. He had to do it. The guitar came next. He started to watch lessons. His fingers ached.

The soup kitchen presented challenges. He didn't want to be a bother. He was worried about making mistakes. He worried about doing it wrong. He had to be helpful.

He felt a deep sense of unease. His mind was always racing. He felt the weight of expectation. His body felt heavy, and he found it difficult to relax.

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