The oversized, ornate key sat in the center of the kitchen table. It was from a student he hadn’t seen in years, a girl named Cassandra. She had always been… theatrical. Mr. Davies felt a knot tighten in his stomach.

It was delivered anonymously this morning, wrapped in plain brown paper. No message, just the key. He checked the locks on the doors, then the windows. His heart pounded in his chest, a frantic drumbeat. He pulled the curtains shut, plunging the room into shadow.

He walked over to the windows, and checked and rechecked them. The key felt heavy and useless, and he still didn't understand why he felt this fear.

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