The drawing, a collection of vibrant, swirling colors, featured a familiar, unsettling shape. It was a shape that haunted Ethan’s memories. The figure, once known as Zizz, was no mere invention. Ethan’s breath hitched in his throat. His blood ran cold. He felt a desperate urge to protect, even though he didn't know what from.

He pulled himself up straight and cleared his throat. He had to focus. He had to act. He would do whatever it took to keep his nephew, Finn, safe.

"What is this, buddy?" he asked, attempting a casual tone, though his voice came out a bit too sharp. He forced a smile, knowing it probably looked strained. He scanned the room, his eyes missing nothing. The house felt too quiet.

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