The flickering screen cast a blue glow across Ameliaโ€™s face as she scrolled. Late nights and stolen moments were becoming her specialty. She felt a prickle of unease as she tapped on the "Friends" tab, her finger hovering over the list. Her daughter, Chloe, was usually very open with her, but lately, a subtle shift had occurred. Chloe was glued to her phone, constantly texting and giggling, the source of which remained a mystery. Amelia had to know.

Her heart hammered a staccato rhythm against her ribs. She navigated to the "Add Friend" search bar. The username, a nonsensical string of letters and numbers, was the only clue she had. It looked like a password to a hidden door. The first few searches turned up nothing. She breathed in and typed the name again, this time adding a space.

She clicked on the only profile that matched. There it was. A profile picture of Chloe, a selfie with a group of teenagers she had never met. Amelia's stomach twisted.

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