He found the package while he was making coffee. The cardboard box was plain, the tape pristine. The name on the label, "C. Davies," meant nothing to him. The previous owner of his apartment was long gone. He felt the familiar tension in his neck, the urge to check and recheck.

He brought the box inside, setting it on the kitchen counter. He pulled out a knife, and with measured precision, he slit the tape. He peeled open the flaps, peering inside. There was a book. He lifted it out, his fingers tracing the spine, a thriller novel.

He considered burning it, but felt the need to know. He sat down and began to read, his eyes moving across the words, his senses on high alert. His hands gripped the table.

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