The paper crackled in Amelia’s hand, the sharp edges of the eviction notice practically slicing into her skin. Her apartment door swung open, a gust of wind making the notice flap. She slammed it shut, her heart leaping. She peered through the peephole, scanning the hallway, the stale air thick with the scent of boiled cabbage and unspoken tension.

She moved quickly, double-bolting the lock, then wedging a heavy oak chair beneath the doorknob. Every creak in the building, every rustle of the leaves outside her window, sent a jolt of alarm through her. She felt like a trapped animal, every sense amplified.

She began to pace her cramped living room, her eyes darting between the windows and the front door. The rhythmic thump of her neighbor’s bass drum felt like a relentless threat, a countdown. She grabbed her phone, her fingers fumbling with the keys as she scrolled through her contacts, a cold dread clinging to her like a damp shroud.

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