He walked the grounds of the house, a slow, methodical circuit, his eyes darting back and forth. The setting sun cast long shadows, distorting the familiar landscape. Every rustle of leaves, every chirp of a bird, made him jump.

He went inside, checking every window, every door. He had to be sure, absolutely sure, that the house was safe. He felt a constant pull, a need to protect. He heard his fatherโ€™s voice calling him.

He walked into the living room, but he didn't relax. Every detail registered. The familiar furniture, the portraits. He took a seat on the couch, but even then, his posture was tense.

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:
๐Ÿ•ต0.354
๐Ÿ”0.320
๐Ÿ”Ž0.320
๐Ÿง0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318