The humid air of the yard sale pressed in on Sarah. Every rustle of leaves, every barking dog from a nearby yard, made her jump. She clutched her purse a little tighter, the strap digging into her shoulder. It was just a regular Saturday morning, she kept reminding herself. Nothing to be alarmed about. But the low hum of conversation, the crowded tables overflowing with forgotten treasures, all felt… off. And then she saw him. Tucked away under a chipped plastic bin of toys, half-buried under a faded quilt, was Barnaby. Her Barnaby. The bear she had lost, or rather, that had vanished, years ago.

She approached the table slowly, her eyes darting from person to person. A woman with a sun hat, a teenager with headphones, a man in a stained t-shirt. All seemed innocuous. "How much for the bear?" she asked, her voice a little too loud, a little too sharp.

The seller, a kindly looking elderly gentleman, peered at the bear over his glasses. "Oh, that old fellow? Two dollars. He's seen better days, hasn't he?" Sarah nodded, her heart thudding. She handed over the money, keeping her gaze fixed on the man. As she walked away, Barnaby clutched tightly in her arms, she couldn’t shake the sensation of being watched.

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