The overhead light in the dorm room suddenly seemed too bright, casting stark shadows across the rumpled bedspread. Amelia paused, hand hovering over the doorknob, before entering. Her roommate, Sarah, was hunched over her laptop, headphones on. *Perfect*, Amelia thought, her heart rate quickening. She decided to feign a casual air, dropping her backpack with a thud.

"Hey," Amelia said, forcing a smile. Her gaze darted around the room, landing on the corner where her journal usually resided, tucked discreetly under the mattress. It was there, thankfully. But had it been moved?

Later, as Amelia got ready for bed, every creak of the floorboards sent a jolt of anxiety through her. She locked the journal in her desk drawer, a new habit she'd developed. Sleep evaded her, each rustle and whisper amplifying her unease.

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